diff --git a/crates/hir/src/code_model.rs b/crates/hir/src/code_model.rs
index 5a1691effe5..351ba75ffdd 100644
--- a/crates/hir/src/code_model.rs
+++ b/crates/hir/src/code_model.rs
@@ -33,7 +33,7 @@ use hir_ty::{
     traits::{FnTrait, Solution, SolutionVariables},
     BoundVar, CallableDefId, CallableSig, Canonical, DebruijnIndex, GenericPredicate,
     InEnvironment, Obligation, ProjectionPredicate, ProjectionTy, Scalar, Substs, TraitEnvironment,
-    Ty, TyDefId, TyKind,
+    Ty, TyDefId, TyVariableKind,
 };
 use rustc_hash::FxHashSet;
 use stdx::{format_to, impl_from};
@@ -1655,7 +1655,7 @@ impl Type {
                 self.ty.environment.clone(),
                 Obligation::Projection(predicate),
             ),
-            kinds: Arc::new([TyKind::General]),
+            kinds: Arc::new([TyVariableKind::General]),
         };
 
         match db.trait_solve(self.krate, goal)? {
diff --git a/crates/hir_ty/src/autoderef.rs b/crates/hir_ty/src/autoderef.rs
index ece68183e74..21d1e5446dd 100644
--- a/crates/hir_ty/src/autoderef.rs
+++ b/crates/hir_ty/src/autoderef.rs
@@ -89,8 +89,10 @@ fn deref_by_trait(
 
     let in_env = InEnvironment { value: obligation, environment: ty.environment };
 
-    let canonical =
-        Canonical::new(in_env, ty.value.kinds.iter().copied().chain(Some(super::TyKind::General)));
+    let canonical = Canonical::new(
+        in_env,
+        ty.value.kinds.iter().copied().chain(Some(chalk_ir::TyVariableKind::General)),
+    );
 
     let solution = db.trait_solve(krate, canonical)?;
 
diff --git a/crates/hir_ty/src/display.rs b/crates/hir_ty/src/display.rs
index 179f7ff442a..ff821109417 100644
--- a/crates/hir_ty/src/display.rs
+++ b/crates/hir_ty/src/display.rs
@@ -565,7 +565,7 @@ impl HirDisplay for Ty {
                 }
                 write!(f, "{{unknown}}")?;
             }
-            Ty::Infer(..) => write!(f, "_")?,
+            Ty::InferenceVar(..) => write!(f, "_")?,
         }
         Ok(())
     }
diff --git a/crates/hir_ty/src/infer.rs b/crates/hir_ty/src/infer.rs
index a1769729ffc..1d78d1feb87 100644
--- a/crates/hir_ty/src/infer.rs
+++ b/crates/hir_ty/src/infer.rs
@@ -36,12 +36,11 @@ use stdx::impl_from;
 use syntax::SmolStr;
 
 use super::{
-    primitive::{FloatTy, IntTy},
     traits::{Guidance, Obligation, ProjectionPredicate, Solution},
     InEnvironment, ProjectionTy, Substs, TraitEnvironment, TraitRef, Ty, TypeWalk,
 };
 use crate::{
-    db::HirDatabase, infer::diagnostics::InferenceDiagnostic, lower::ImplTraitLoweringMode, Scalar,
+    db::HirDatabase, infer::diagnostics::InferenceDiagnostic, lower::ImplTraitLoweringMode,
 };
 
 pub(crate) use unify::unify;
@@ -655,30 +654,17 @@ impl<'a> InferenceContext<'a> {
 /// two are used for inference of literal values (e.g. `100` could be one of
 /// several integer types).
 #[derive(Clone, Copy, PartialEq, Eq, Hash, Debug)]
-pub enum InferTy {
-    TypeVar(unify::TypeVarId),
-    IntVar(unify::TypeVarId),
-    FloatVar(unify::TypeVarId),
-    MaybeNeverTypeVar(unify::TypeVarId),
+pub struct InferenceVar {
+    index: u32,
 }
 
-impl InferTy {
+impl InferenceVar {
     fn to_inner(self) -> unify::TypeVarId {
-        match self {
-            InferTy::TypeVar(ty)
-            | InferTy::IntVar(ty)
-            | InferTy::FloatVar(ty)
-            | InferTy::MaybeNeverTypeVar(ty) => ty,
-        }
+        unify::TypeVarId(self.index)
     }
 
-    fn fallback_value(self) -> Ty {
-        match self {
-            InferTy::TypeVar(..) => Ty::Unknown,
-            InferTy::IntVar(..) => Ty::Scalar(Scalar::Int(IntTy::I32)),
-            InferTy::FloatVar(..) => Ty::Scalar(Scalar::Float(FloatTy::F64)),
-            InferTy::MaybeNeverTypeVar(..) => Ty::Never,
-        }
+    fn from_inner(unify::TypeVarId(index): unify::TypeVarId) -> Self {
+        InferenceVar { index }
     }
 }
 
diff --git a/crates/hir_ty/src/infer/coerce.rs b/crates/hir_ty/src/infer/coerce.rs
index 4cca3590481..667b26a7646 100644
--- a/crates/hir_ty/src/infer/coerce.rs
+++ b/crates/hir_ty/src/infer/coerce.rs
@@ -4,12 +4,13 @@
 //!
 //! See: https://doc.rust-lang.org/nomicon/coercions.html
 
+use chalk_ir::TyVariableKind;
 use hir_def::{lang_item::LangItemTarget, type_ref::Mutability};
 use test_utils::mark;
 
 use crate::{autoderef, traits::Solution, Obligation, Substs, TraitRef, Ty};
 
-use super::{unify::TypeVarValue, InEnvironment, InferTy, InferenceContext};
+use super::{InEnvironment, InferenceContext};
 
 impl<'a> InferenceContext<'a> {
     /// Unify two types, but may coerce the first one to the second one
@@ -53,9 +54,8 @@ impl<'a> InferenceContext<'a> {
     fn coerce_inner(&mut self, mut from_ty: Ty, to_ty: &Ty) -> bool {
         match (&from_ty, to_ty) {
             // Never type will make type variable to fallback to Never Type instead of Unknown.
-            (Ty::Never, Ty::Infer(InferTy::TypeVar(tv))) => {
-                let var = self.table.new_maybe_never_type_var();
-                self.table.var_unification_table.union_value(*tv, TypeVarValue::Known(var));
+            (Ty::Never, Ty::InferenceVar(tv, TyVariableKind::General)) => {
+                self.table.type_variable_table.set_diverging(*tv, true);
                 return true;
             }
             (Ty::Never, _) => return true,
diff --git a/crates/hir_ty/src/infer/expr.rs b/crates/hir_ty/src/infer/expr.rs
index 23d4ac8ef81..928ad37a3de 100644
--- a/crates/hir_ty/src/infer/expr.rs
+++ b/crates/hir_ty/src/infer/expr.rs
@@ -3,6 +3,7 @@
 use std::iter::{repeat, repeat_with};
 use std::{mem, sync::Arc};
 
+use chalk_ir::TyVariableKind;
 use hir_def::{
     expr::{Array, BinaryOp, Expr, ExprId, Literal, Statement, UnaryOp},
     path::{GenericArg, GenericArgs},
@@ -18,8 +19,8 @@ use crate::{
     primitive::{self, UintTy},
     traits::{FnTrait, InEnvironment},
     utils::{generics, variant_data, Generics},
-    Binders, CallableDefId, FnPointer, FnSig, InferTy, Mutability, Obligation, OpaqueTyId, Rawness,
-    Scalar, Substs, TraitRef, Ty,
+    Binders, CallableDefId, FnPointer, FnSig, Mutability, Obligation, OpaqueTyId, Rawness, Scalar,
+    Substs, TraitRef, Ty,
 };
 
 use super::{
@@ -527,8 +528,8 @@ impl<'a> InferenceContext<'a> {
                             Ty::Scalar(Scalar::Int(_))
                             | Ty::Scalar(Scalar::Uint(_))
                             | Ty::Scalar(Scalar::Float(_))
-                            | Ty::Infer(InferTy::IntVar(..))
-                            | Ty::Infer(InferTy::FloatVar(..)) => inner_ty,
+                            | Ty::InferenceVar(_, TyVariableKind::Integer)
+                            | Ty::InferenceVar(_, TyVariableKind::Float) => inner_ty,
                             // Otherwise we resolve via the std::ops::Neg trait
                             _ => self
                                 .resolve_associated_type(inner_ty, self.resolve_ops_neg_output()),
@@ -540,7 +541,7 @@ impl<'a> InferenceContext<'a> {
                             Ty::Scalar(Scalar::Bool)
                             | Ty::Scalar(Scalar::Int(_))
                             | Ty::Scalar(Scalar::Uint(_))
-                            | Ty::Infer(InferTy::IntVar(..)) => inner_ty,
+                            | Ty::InferenceVar(_, TyVariableKind::Integer) => inner_ty,
                             // Otherwise we resolve via the std::ops::Not trait
                             _ => self
                                 .resolve_associated_type(inner_ty, self.resolve_ops_not_output()),
@@ -761,7 +762,7 @@ impl<'a> InferenceContext<'a> {
             // `!`).
             if self.diverges.is_always() {
                 // we don't even make an attempt at coercion
-                self.table.new_maybe_never_type_var()
+                self.table.new_maybe_never_var()
             } else {
                 self.coerce(&Ty::unit(), expected.coercion_target());
                 Ty::unit()
diff --git a/crates/hir_ty/src/infer/unify.rs b/crates/hir_ty/src/infer/unify.rs
index 2852ad5bf72..b481aa1b33d 100644
--- a/crates/hir_ty/src/infer/unify.rs
+++ b/crates/hir_ty/src/infer/unify.rs
@@ -2,14 +2,15 @@
 
 use std::borrow::Cow;
 
+use chalk_ir::{FloatTy, IntTy, TyVariableKind};
 use ena::unify::{InPlaceUnificationTable, NoError, UnifyKey, UnifyValue};
 
 use test_utils::mark;
 
 use super::{InferenceContext, Obligation};
 use crate::{
-    BoundVar, Canonical, DebruijnIndex, GenericPredicate, InEnvironment, InferTy, Scalar, Substs,
-    Ty, TyKind, TypeWalk,
+    BoundVar, Canonical, DebruijnIndex, GenericPredicate, InEnvironment, InferenceVar, Scalar,
+    Substs, Ty, TypeWalk,
 };
 
 impl<'a> InferenceContext<'a> {
@@ -26,7 +27,7 @@ where
     'a: 'b,
 {
     ctx: &'b mut InferenceContext<'a>,
-    free_vars: Vec<InferTy>,
+    free_vars: Vec<(InferenceVar, TyVariableKind)>,
     /// A stack of type variables that is used to detect recursive types (which
     /// are an error, but we need to protect against them to avoid stack
     /// overflows).
@@ -36,17 +37,14 @@ where
 #[derive(Debug)]
 pub(super) struct Canonicalized<T> {
     pub(super) value: Canonical<T>,
-    free_vars: Vec<InferTy>,
+    free_vars: Vec<(InferenceVar, TyVariableKind)>,
 }
 
-impl<'a, 'b> Canonicalizer<'a, 'b>
-where
-    'a: 'b,
-{
-    fn add(&mut self, free_var: InferTy) -> usize {
-        self.free_vars.iter().position(|&v| v == free_var).unwrap_or_else(|| {
+impl<'a, 'b> Canonicalizer<'a, 'b> {
+    fn add(&mut self, free_var: InferenceVar, kind: TyVariableKind) -> usize {
+        self.free_vars.iter().position(|&(v, _)| v == free_var).unwrap_or_else(|| {
             let next_index = self.free_vars.len();
-            self.free_vars.push(free_var);
+            self.free_vars.push((free_var, kind));
             next_index
         })
     }
@@ -54,11 +52,11 @@ where
     fn do_canonicalize<T: TypeWalk>(&mut self, t: T, binders: DebruijnIndex) -> T {
         t.fold_binders(
             &mut |ty, binders| match ty {
-                Ty::Infer(tv) => {
-                    let inner = tv.to_inner();
+                Ty::InferenceVar(var, kind) => {
+                    let inner = var.to_inner();
                     if self.var_stack.contains(&inner) {
                         // recursive type
-                        return tv.fallback_value();
+                        return self.ctx.table.type_variable_table.fallback_value(var, kind);
                     }
                     if let Some(known_ty) =
                         self.ctx.table.var_unification_table.inlined_probe_value(inner).known()
@@ -69,13 +67,7 @@ where
                         result
                     } else {
                         let root = self.ctx.table.var_unification_table.find(inner);
-                        let free_var = match tv {
-                            InferTy::TypeVar(_) => InferTy::TypeVar(root),
-                            InferTy::IntVar(_) => InferTy::IntVar(root),
-                            InferTy::FloatVar(_) => InferTy::FloatVar(root),
-                            InferTy::MaybeNeverTypeVar(_) => InferTy::MaybeNeverTypeVar(root),
-                        };
-                        let position = self.add(free_var);
+                        let position = self.add(InferenceVar::from_inner(root), kind);
                         Ty::Bound(BoundVar::new(binders, position))
                     }
                 }
@@ -86,19 +78,7 @@ where
     }
 
     fn into_canonicalized<T>(self, result: T) -> Canonicalized<T> {
-        let kinds = self
-            .free_vars
-            .iter()
-            .map(|v| match v {
-                // mapping MaybeNeverTypeVar to the same kind as general ones
-                // should be fine, because as opposed to int or float type vars,
-                // they don't restrict what kind of type can go into them, they
-                // just affect fallback.
-                InferTy::TypeVar(_) | InferTy::MaybeNeverTypeVar(_) => TyKind::General,
-                InferTy::IntVar(_) => TyKind::Integer,
-                InferTy::FloatVar(_) => TyKind::Float,
-            })
-            .collect();
+        let kinds = self.free_vars.iter().map(|&(_, k)| k).collect();
         Canonicalized { value: Canonical { value: result, kinds }, free_vars: self.free_vars }
     }
 
@@ -132,7 +112,8 @@ impl<T> Canonicalized<T> {
             &mut |ty, binders| {
                 if let &mut Ty::Bound(bound) = ty {
                     if bound.debruijn >= binders {
-                        *ty = Ty::Infer(self.free_vars[bound.index]);
+                        let (v, k) = self.free_vars[bound.index];
+                        *ty = Ty::InferenceVar(v, k);
                     }
                 }
             },
@@ -152,18 +133,18 @@ impl<T> Canonicalized<T> {
                 .kinds
                 .iter()
                 .map(|k| match k {
-                    TyKind::General => ctx.table.new_type_var(),
-                    TyKind::Integer => ctx.table.new_integer_var(),
-                    TyKind::Float => ctx.table.new_float_var(),
+                    TyVariableKind::General => ctx.table.new_type_var(),
+                    TyVariableKind::Integer => ctx.table.new_integer_var(),
+                    TyVariableKind::Float => ctx.table.new_float_var(),
                 })
                 .collect(),
         );
         for (i, ty) in solution.value.into_iter().enumerate() {
-            let var = self.free_vars[i];
+            let (v, k) = self.free_vars[i];
             // eagerly replace projections in the type; we may be getting types
             // e.g. from where clauses where this hasn't happened yet
             let ty = ctx.normalize_associated_types_in(ty.clone().subst_bound_vars(&new_vars));
-            ctx.table.unify(&Ty::Infer(var), &ty);
+            ctx.table.unify(&Ty::InferenceVar(v, k), &ty);
         }
     }
 }
@@ -197,32 +178,74 @@ pub(crate) fn unify(tys: &Canonical<(Ty, Ty)>) -> Option<Substs> {
     )
 }
 
+#[derive(Clone, Debug)]
+pub(super) struct TypeVariableTable {
+    inner: Vec<TypeVariableData>,
+}
+
+impl TypeVariableTable {
+    fn push(&mut self, data: TypeVariableData) {
+        self.inner.push(data);
+    }
+
+    pub(super) fn set_diverging(&mut self, iv: InferenceVar, diverging: bool) {
+        self.inner[iv.to_inner().0 as usize].diverging = diverging;
+    }
+
+    fn is_diverging(&mut self, iv: InferenceVar) -> bool {
+        self.inner[iv.to_inner().0 as usize].diverging
+    }
+
+    fn fallback_value(&self, iv: InferenceVar, kind: TyVariableKind) -> Ty {
+        match kind {
+            _ if self.inner[iv.to_inner().0 as usize].diverging => Ty::Never,
+            TyVariableKind::General => Ty::Unknown,
+            TyVariableKind::Integer => Ty::Scalar(Scalar::Int(IntTy::I32)),
+            TyVariableKind::Float => Ty::Scalar(Scalar::Float(FloatTy::F64)),
+        }
+    }
+}
+
+#[derive(Copy, Clone, Debug)]
+pub(crate) struct TypeVariableData {
+    diverging: bool,
+}
+
 #[derive(Clone, Debug)]
 pub(crate) struct InferenceTable {
     pub(super) var_unification_table: InPlaceUnificationTable<TypeVarId>,
+    pub(super) type_variable_table: TypeVariableTable,
 }
 
 impl InferenceTable {
     pub(crate) fn new() -> Self {
-        InferenceTable { var_unification_table: InPlaceUnificationTable::new() }
+        InferenceTable {
+            var_unification_table: InPlaceUnificationTable::new(),
+            type_variable_table: TypeVariableTable { inner: Vec::new() },
+        }
+    }
+
+    fn new_var(&mut self, kind: TyVariableKind, diverging: bool) -> Ty {
+        self.type_variable_table.push(TypeVariableData { diverging });
+        let key = self.var_unification_table.new_key(TypeVarValue::Unknown);
+        assert_eq!(key.0 as usize, self.type_variable_table.inner.len() - 1);
+        Ty::InferenceVar(InferenceVar::from_inner(key), kind)
     }
 
     pub(crate) fn new_type_var(&mut self) -> Ty {
-        Ty::Infer(InferTy::TypeVar(self.var_unification_table.new_key(TypeVarValue::Unknown)))
+        self.new_var(TyVariableKind::General, false)
     }
 
     pub(crate) fn new_integer_var(&mut self) -> Ty {
-        Ty::Infer(InferTy::IntVar(self.var_unification_table.new_key(TypeVarValue::Unknown)))
+        self.new_var(TyVariableKind::Integer, false)
     }
 
     pub(crate) fn new_float_var(&mut self) -> Ty {
-        Ty::Infer(InferTy::FloatVar(self.var_unification_table.new_key(TypeVarValue::Unknown)))
+        self.new_var(TyVariableKind::Float, false)
     }
 
-    pub(crate) fn new_maybe_never_type_var(&mut self) -> Ty {
-        Ty::Infer(InferTy::MaybeNeverTypeVar(
-            self.var_unification_table.new_key(TypeVarValue::Unknown),
-        ))
+    pub(crate) fn new_maybe_never_var(&mut self) -> Ty {
+        self.new_var(TyVariableKind::General, true)
     }
 
     pub(crate) fn resolve_ty_completely(&mut self, ty: Ty) -> Ty {
@@ -283,33 +306,46 @@ impl InferenceTable {
                 true
             }
 
-            (Ty::Infer(InferTy::TypeVar(tv1)), Ty::Infer(InferTy::TypeVar(tv2)))
-            | (Ty::Infer(InferTy::IntVar(tv1)), Ty::Infer(InferTy::IntVar(tv2)))
-            | (Ty::Infer(InferTy::FloatVar(tv1)), Ty::Infer(InferTy::FloatVar(tv2)))
+            (
+                Ty::InferenceVar(tv1, TyVariableKind::General),
+                Ty::InferenceVar(tv2, TyVariableKind::General),
+            )
             | (
-                Ty::Infer(InferTy::MaybeNeverTypeVar(tv1)),
-                Ty::Infer(InferTy::MaybeNeverTypeVar(tv2)),
-            ) => {
+                Ty::InferenceVar(tv1, TyVariableKind::Integer),
+                Ty::InferenceVar(tv2, TyVariableKind::Integer),
+            )
+            | (
+                Ty::InferenceVar(tv1, TyVariableKind::Float),
+                Ty::InferenceVar(tv2, TyVariableKind::Float),
+            ) if self.type_variable_table.is_diverging(*tv1)
+                == self.type_variable_table.is_diverging(*tv2) =>
+            {
                 // both type vars are unknown since we tried to resolve them
-                self.var_unification_table.union(*tv1, *tv2);
+                self.var_unification_table.union(tv1.to_inner(), tv2.to_inner());
                 true
             }
 
             // The order of MaybeNeverTypeVar matters here.
             // Unifying MaybeNeverTypeVar and TypeVar will let the latter become MaybeNeverTypeVar.
             // Unifying MaybeNeverTypeVar and other concrete type will let the former become it.
-            (Ty::Infer(InferTy::TypeVar(tv)), other)
-            | (other, Ty::Infer(InferTy::TypeVar(tv)))
-            | (Ty::Infer(InferTy::MaybeNeverTypeVar(tv)), other)
-            | (other, Ty::Infer(InferTy::MaybeNeverTypeVar(tv)))
-            | (Ty::Infer(InferTy::IntVar(tv)), other @ Ty::Scalar(Scalar::Int(_)))
-            | (other @ Ty::Scalar(Scalar::Int(_)), Ty::Infer(InferTy::IntVar(tv)))
-            | (Ty::Infer(InferTy::IntVar(tv)), other @ Ty::Scalar(Scalar::Uint(_)))
-            | (other @ Ty::Scalar(Scalar::Uint(_)), Ty::Infer(InferTy::IntVar(tv)))
-            | (Ty::Infer(InferTy::FloatVar(tv)), other @ Ty::Scalar(Scalar::Float(_)))
-            | (other @ Ty::Scalar(Scalar::Float(_)), Ty::Infer(InferTy::FloatVar(tv))) => {
+            (Ty::InferenceVar(tv, TyVariableKind::General), other)
+            | (other, Ty::InferenceVar(tv, TyVariableKind::General))
+            | (Ty::InferenceVar(tv, TyVariableKind::Integer), other @ Ty::Scalar(Scalar::Int(_)))
+            | (other @ Ty::Scalar(Scalar::Int(_)), Ty::InferenceVar(tv, TyVariableKind::Integer))
+            | (
+                Ty::InferenceVar(tv, TyVariableKind::Integer),
+                other @ Ty::Scalar(Scalar::Uint(_)),
+            )
+            | (
+                other @ Ty::Scalar(Scalar::Uint(_)),
+                Ty::InferenceVar(tv, TyVariableKind::Integer),
+            )
+            | (Ty::InferenceVar(tv, TyVariableKind::Float), other @ Ty::Scalar(Scalar::Float(_)))
+            | (other @ Ty::Scalar(Scalar::Float(_)), Ty::InferenceVar(tv, TyVariableKind::Float)) =>
+            {
                 // the type var is unknown since we tried to resolve it
-                self.var_unification_table.union_value(*tv, TypeVarValue::Known(other.clone()));
+                self.var_unification_table
+                    .union_value(tv.to_inner(), TypeVarValue::Known(other.clone()));
                 true
             }
 
@@ -354,7 +390,7 @@ impl InferenceTable {
                 mark::hit!(type_var_resolves_to_int_var);
             }
             match &*ty {
-                Ty::Infer(tv) => {
+                Ty::InferenceVar(tv, _) => {
                     let inner = tv.to_inner();
                     match self.var_unification_table.inlined_probe_value(inner).known() {
                         Some(known_ty) => {
@@ -377,12 +413,12 @@ impl InferenceTable {
     /// known type.
     fn resolve_ty_as_possible_inner(&mut self, tv_stack: &mut Vec<TypeVarId>, ty: Ty) -> Ty {
         ty.fold(&mut |ty| match ty {
-            Ty::Infer(tv) => {
+            Ty::InferenceVar(tv, kind) => {
                 let inner = tv.to_inner();
                 if tv_stack.contains(&inner) {
                     mark::hit!(type_var_cycles_resolve_as_possible);
                     // recursive type
-                    return tv.fallback_value();
+                    return self.type_variable_table.fallback_value(tv, kind);
                 }
                 if let Some(known_ty) =
                     self.var_unification_table.inlined_probe_value(inner).known()
@@ -404,12 +440,12 @@ impl InferenceTable {
     /// replaced by Ty::Unknown.
     fn resolve_ty_completely_inner(&mut self, tv_stack: &mut Vec<TypeVarId>, ty: Ty) -> Ty {
         ty.fold(&mut |ty| match ty {
-            Ty::Infer(tv) => {
+            Ty::InferenceVar(tv, kind) => {
                 let inner = tv.to_inner();
                 if tv_stack.contains(&inner) {
                     mark::hit!(type_var_cycles_resolve_completely);
                     // recursive type
-                    return tv.fallback_value();
+                    return self.type_variable_table.fallback_value(tv, kind);
                 }
                 if let Some(known_ty) =
                     self.var_unification_table.inlined_probe_value(inner).known()
@@ -420,7 +456,7 @@ impl InferenceTable {
                     tv_stack.pop();
                     result
                 } else {
-                    tv.fallback_value()
+                    self.type_variable_table.fallback_value(tv, kind)
                 }
             }
             _ => ty,
@@ -430,7 +466,7 @@ impl InferenceTable {
 
 /// The ID of a type variable.
 #[derive(Copy, Clone, PartialEq, Eq, Hash, Debug)]
-pub struct TypeVarId(pub(super) u32);
+pub(super) struct TypeVarId(pub(super) u32);
 
 impl UnifyKey for TypeVarId {
     type Value = TypeVarValue;
@@ -451,7 +487,7 @@ impl UnifyKey for TypeVarId {
 /// The value of a type variable: either we already know the type, or we don't
 /// know it yet.
 #[derive(Clone, PartialEq, Eq, Debug)]
-pub enum TypeVarValue {
+pub(super) enum TypeVarValue {
     Known(Ty),
     Unknown,
 }
diff --git a/crates/hir_ty/src/lib.rs b/crates/hir_ty/src/lib.rs
index 1abb0440fda..1131eaf9236 100644
--- a/crates/hir_ty/src/lib.rs
+++ b/crates/hir_ty/src/lib.rs
@@ -42,14 +42,14 @@ use crate::{
 };
 
 pub use autoderef::autoderef;
-pub use infer::{InferTy, InferenceResult};
+pub use infer::{InferenceResult, InferenceVar};
 pub use lower::{
     associated_type_shorthand_candidates, callable_item_sig, CallableDefId, ImplTraitLoweringMode,
     TyDefId, TyLoweringContext, ValueTyDefId,
 };
 pub use traits::{InEnvironment, Obligation, ProjectionPredicate, TraitEnvironment};
 
-pub use chalk_ir::{BoundVar, DebruijnIndex, Scalar};
+pub use chalk_ir::{BoundVar, DebruijnIndex, Scalar, TyVariableKind};
 
 #[derive(Clone, PartialEq, Eq, Debug, Hash)]
 pub enum Lifetime {
@@ -218,7 +218,7 @@ pub enum Ty {
     Bound(BoundVar),
 
     /// A type variable used during type checking.
-    Infer(InferTy),
+    InferenceVar(InferenceVar, TyVariableKind),
 
     /// A trait object (`dyn Trait` or bare `Trait` in pre-2018 Rust).
     ///
@@ -527,22 +527,15 @@ impl TypeWalk for GenericPredicate {
 #[derive(Debug, Clone, PartialEq, Eq, Hash)]
 pub struct Canonical<T> {
     pub value: T,
-    pub kinds: Arc<[TyKind]>,
+    pub kinds: Arc<[TyVariableKind]>,
 }
 
 impl<T> Canonical<T> {
-    pub fn new(value: T, kinds: impl IntoIterator<Item = TyKind>) -> Self {
+    pub fn new(value: T, kinds: impl IntoIterator<Item = TyVariableKind>) -> Self {
         Self { value, kinds: kinds.into_iter().collect() }
     }
 }
 
-#[derive(Copy, Clone, Debug, PartialEq, Eq, Hash)]
-pub enum TyKind {
-    General,
-    Integer,
-    Float,
-}
-
 /// A function signature as seen by type inference: Several parameter types and
 /// one return type.
 #[derive(Clone, PartialEq, Eq, Debug)]
diff --git a/crates/hir_ty/src/method_resolution.rs b/crates/hir_ty/src/method_resolution.rs
index c8a0ad5f1f7..8b171787399 100644
--- a/crates/hir_ty/src/method_resolution.rs
+++ b/crates/hir_ty/src/method_resolution.rs
@@ -19,7 +19,7 @@ use crate::{
     primitive::{self, FloatTy, IntTy, UintTy},
     utils::all_super_traits,
     Canonical, DebruijnIndex, FnPointer, FnSig, InEnvironment, Scalar, Substs, TraitEnvironment,
-    TraitRef, Ty, TyKind, TypeWalk,
+    TraitRef, Ty, TypeWalk,
 };
 
 /// This is used as a key for indexing impls.
@@ -667,7 +667,7 @@ pub(crate) fn inherent_impl_substs(
         .build();
     let self_ty_with_vars = db.impl_self_ty(impl_id).subst(&vars);
     let mut kinds = self_ty.kinds.to_vec();
-    kinds.extend(iter::repeat(TyKind::General).take(vars.len()));
+    kinds.extend(iter::repeat(chalk_ir::TyVariableKind::General).take(vars.len()));
     let tys = Canonical { kinds: kinds.into(), value: (self_ty_with_vars, self_ty.value.clone()) };
     let substs = super::infer::unify(&tys);
     // We only want the substs for the vars we added, not the ones from self_ty.
@@ -759,7 +759,7 @@ fn generic_implements_goal(
         .push(self_ty.value)
         .fill_with_bound_vars(DebruijnIndex::INNERMOST, kinds.len())
         .build();
-    kinds.extend(iter::repeat(TyKind::General).take(substs.len() - 1));
+    kinds.extend(iter::repeat(chalk_ir::TyVariableKind::General).take(substs.len() - 1));
     let trait_ref = TraitRef { trait_, substs };
     let obligation = super::Obligation::Trait(trait_ref);
     Canonical { kinds: kinds.into(), value: InEnvironment::new(env, obligation) }
diff --git a/crates/hir_ty/src/op.rs b/crates/hir_ty/src/op.rs
index 1c01a67ade1..bb9b8bbfcd8 100644
--- a/crates/hir_ty/src/op.rs
+++ b/crates/hir_ty/src/op.rs
@@ -1,7 +1,8 @@
 //! Helper functions for binary operator type inference.
+use chalk_ir::TyVariableKind;
 use hir_def::expr::{ArithOp, BinaryOp, CmpOp};
 
-use crate::{InferTy, Scalar, Ty};
+use crate::{Scalar, Ty};
 
 pub(super) fn binary_op_return_ty(op: BinaryOp, lhs_ty: Ty, rhs_ty: Ty) -> Ty {
     match op {
@@ -11,14 +12,16 @@ pub(super) fn binary_op_return_ty(op: BinaryOp, lhs_ty: Ty, rhs_ty: Ty) -> Ty {
             Ty::Scalar(Scalar::Int(_))
             | Ty::Scalar(Scalar::Uint(_))
             | Ty::Scalar(Scalar::Float(_)) => lhs_ty,
-            Ty::Infer(InferTy::IntVar(..)) | Ty::Infer(InferTy::FloatVar(..)) => lhs_ty,
+            Ty::InferenceVar(_, TyVariableKind::Integer)
+            | Ty::InferenceVar(_, TyVariableKind::Float) => lhs_ty,
             _ => Ty::Unknown,
         },
         BinaryOp::ArithOp(_) => match rhs_ty {
             Ty::Scalar(Scalar::Int(_))
             | Ty::Scalar(Scalar::Uint(_))
             | Ty::Scalar(Scalar::Float(_)) => rhs_ty,
-            Ty::Infer(InferTy::IntVar(..)) | Ty::Infer(InferTy::FloatVar(..)) => rhs_ty,
+            Ty::InferenceVar(_, TyVariableKind::Integer)
+            | Ty::InferenceVar(_, TyVariableKind::Float) => rhs_ty,
             _ => Ty::Unknown,
         },
     }
@@ -30,7 +33,8 @@ pub(super) fn binary_op_rhs_expectation(op: BinaryOp, lhs_ty: Ty) -> Ty {
         BinaryOp::Assignment { op: None } => lhs_ty,
         BinaryOp::CmpOp(CmpOp::Eq { .. }) => match lhs_ty {
             Ty::Scalar(_) | Ty::Str => lhs_ty,
-            Ty::Infer(InferTy::IntVar(..)) | Ty::Infer(InferTy::FloatVar(..)) => lhs_ty,
+            Ty::InferenceVar(_, TyVariableKind::Integer)
+            | Ty::InferenceVar(_, TyVariableKind::Float) => lhs_ty,
             _ => Ty::Unknown,
         },
         BinaryOp::ArithOp(ArithOp::Shl) | BinaryOp::ArithOp(ArithOp::Shr) => Ty::Unknown,
@@ -40,7 +44,8 @@ pub(super) fn binary_op_rhs_expectation(op: BinaryOp, lhs_ty: Ty) -> Ty {
             Ty::Scalar(Scalar::Int(_))
             | Ty::Scalar(Scalar::Uint(_))
             | Ty::Scalar(Scalar::Float(_)) => lhs_ty,
-            Ty::Infer(InferTy::IntVar(..)) | Ty::Infer(InferTy::FloatVar(..)) => lhs_ty,
+            Ty::InferenceVar(_, TyVariableKind::Integer)
+            | Ty::InferenceVar(_, TyVariableKind::Float) => lhs_ty,
             _ => Ty::Unknown,
         },
     }
diff --git a/crates/hir_ty/src/traits/chalk/mapping.rs b/crates/hir_ty/src/traits/chalk/mapping.rs
index 60d74e21abd..995ff6a9a7e 100644
--- a/crates/hir_ty/src/traits/chalk/mapping.rs
+++ b/crates/hir_ty/src/traits/chalk/mapping.rs
@@ -17,7 +17,7 @@ use crate::{
     primitive::UintTy,
     traits::{Canonical, Obligation},
     CallableDefId, FnPointer, FnSig, GenericPredicate, InEnvironment, OpaqueTy, OpaqueTyId,
-    ProjectionPredicate, ProjectionTy, Scalar, Substs, TraitEnvironment, TraitRef, Ty, TyKind,
+    ProjectionPredicate, ProjectionTy, Scalar, Substs, TraitEnvironment, TraitRef, Ty,
 };
 
 use super::interner::*;
@@ -107,7 +107,7 @@ impl ToChalk for Ty {
                 .to_ty::<Interner>(&Interner)
             }
             Ty::Bound(idx) => chalk_ir::TyKind::BoundVar(idx).intern(&Interner),
-            Ty::Infer(_infer_ty) => panic!("uncanonicalized infer ty"),
+            Ty::InferenceVar(..) => panic!("uncanonicalized infer ty"),
             Ty::Dyn(predicates) => {
                 let where_clauses = chalk_ir::QuantifiedWhereClauses::from_iter(
                     &Interner,
@@ -532,20 +532,12 @@ where
     type Chalk = chalk_ir::Canonical<T::Chalk>;
 
     fn to_chalk(self, db: &dyn HirDatabase) -> chalk_ir::Canonical<T::Chalk> {
-        let kinds = self
-            .kinds
-            .iter()
-            .map(|k| match k {
-                TyKind::General => chalk_ir::TyVariableKind::General,
-                TyKind::Integer => chalk_ir::TyVariableKind::Integer,
-                TyKind::Float => chalk_ir::TyVariableKind::Float,
-            })
-            .map(|tk| {
-                chalk_ir::CanonicalVarKind::new(
-                    chalk_ir::VariableKind::Ty(tk),
-                    chalk_ir::UniverseIndex::ROOT,
-                )
-            });
+        let kinds = self.kinds.iter().map(|&tk| {
+            chalk_ir::CanonicalVarKind::new(
+                chalk_ir::VariableKind::Ty(tk),
+                chalk_ir::UniverseIndex::ROOT,
+            )
+        });
         let value = self.value.to_chalk(db);
         chalk_ir::Canonical {
             value,
@@ -558,17 +550,13 @@ where
             .binders
             .iter(&Interner)
             .map(|k| match k.kind {
-                chalk_ir::VariableKind::Ty(tk) => match tk {
-                    chalk_ir::TyVariableKind::General => TyKind::General,
-                    chalk_ir::TyVariableKind::Integer => TyKind::Integer,
-                    chalk_ir::TyVariableKind::Float => TyKind::Float,
-                },
+                chalk_ir::VariableKind::Ty(tk) => tk,
                 // HACK: Chalk can sometimes return new lifetime variables. We
                 // want to just skip them, but to not mess up the indices of
                 // other variables, we'll just create a new type variable in
                 // their place instead. This should not matter (we never see the
                 // actual *uses* of the lifetime variable).
-                chalk_ir::VariableKind::Lifetime => TyKind::General,
+                chalk_ir::VariableKind::Lifetime => chalk_ir::TyVariableKind::General,
                 chalk_ir::VariableKind::Const(_) => panic!("unexpected const from Chalk"),
             })
             .collect();