diff --git a/crates/goose/examples/build_canonical_models.rs b/crates/goose/examples/build_canonical_models.rs
index fc73e1d620..45d47f607c 100644
--- a/crates/goose/examples/build_canonical_models.rs
+++ b/crates/goose/examples/build_canonical_models.rs
@@ -250,12 +250,5 @@ async fn main() -> Result<()> {
     registry.to_file(&output_path)?;
     println!("\n✓ Wrote {} models to {}", registry.count(), output_path.display());
 
-    // Also write a timestamped report
-    let timestamp = chrono::Local::now().format("%Y%m%d_%H%M%S");
-    let report_path = PathBuf::from(env!("CARGO_MANIFEST_DIR"))
-        .join(format!("src/providers/canonical/data/report_{}.json", timestamp));
-    registry.to_file(&report_path)?;
-    println!("✓ Wrote report to {}", report_path.display());
-
     Ok(())
 }
diff --git a/crates/goose/examples/canonical_model_checker.rs b/crates/goose/examples/canonical_model_checker.rs
index 2a250de8fb..c9564a6ac9 100644
--- a/crates/goose/examples/canonical_model_checker.rs
+++ b/crates/goose/examples/canonical_model_checker.rs
@@ -1,13 +1,22 @@
 /// Canonical Model Checker
 ///
 /// This script checks which models from top providers are properly mapped to canonical models.
-/// It outputs a report showing:
+/// It maintains a lock file of mappings and detects changes between runs.
+///
+/// Outputs:
 /// - Models that are NOT mapped to canonical models
 /// - Full list of (provider, model) <-> canonical-model mappings
-/// - Comparison with previous runs (if available)
+/// - Diff report showing mapping changes since last run:
+///   * Changed mappings (model now maps to a different canonical model)
+///   * Added mappings (model gained a canonical mapping)
+///   * Removed mappings (model lost its canonical mapping)
+///
+/// Output File:
+/// - src/providers/canonical/data/canonical_mapping_report.json
+///   Contains full report with mapping data (acts as a lock file)
 ///
 /// Usage:
-///   cargo run --example canonical_model_checker -- [--output report.json]
+///   cargo run --example canonical_model_checker -- [--output custom_path.json]
 ///
 
 use anyhow::{Context, Result};
@@ -19,12 +28,19 @@ use serde::{Deserialize, Serialize};
 use std::collections::{HashMap, HashSet};
 use std::path::PathBuf;
 
-#[derive(Debug, Clone, Serialize, Deserialize)]
+#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq, Hash)]
 struct ProviderModelPair {
     provider: String,
     model: String,
 }
 
+#[derive(Debug, Clone, Serialize, Deserialize)]
+struct MappingEntry {
+    provider: String,
+    model: String,
+    canonical: String,
+}
+
 #[derive(Debug, Clone, Serialize, Deserialize)]
 struct MappingReport {
     /// Timestamp of this report
@@ -34,8 +50,12 @@ struct MappingReport {
     unmapped_models: Vec<ProviderModelPair>,
 
     /// All mappings: (provider, model) -> canonical model
+    /// Stored per provider for backward compatibility
     all_mappings: HashMap<String, Vec<ModelMapping>>,
 
+    /// Flat list of all mappings for easier comparison (lock file format)
+    mapped_models: Vec<MappingEntry>,
+
     /// Total models checked per provider
     model_counts: HashMap<String, usize>,
 
@@ -49,6 +69,7 @@ impl MappingReport {
             timestamp: chrono::Utc::now().to_rfc3339(),
             unmapped_models: Vec::new(),
             all_mappings: HashMap::new(),
+            mapped_models: Vec::new(),
             model_counts: HashMap::new(),
             canonical_models_used: HashSet::new(),
         }
@@ -76,9 +97,14 @@ impl MappingReport {
             }
         }
 
-        // Track canonical models used
-        for canonical in mapping_map.values() {
+        // Track canonical models used and build flat mapping list
+        for (model, canonical) in &mapping_map {
             self.canonical_models_used.insert(canonical.clone());
+            self.mapped_models.push(MappingEntry {
+                provider: provider_name.to_string(),
+                model: model.clone(),
+                canonical: canonical.clone(),
+            });
         }
 
         // Store mappings and counts
@@ -158,33 +184,74 @@ impl MappingReport {
         println!("CHANGES SINCE PREVIOUS RUN");
         println!("{}", "=".repeat(80));
 
-        // Find new unmapped models
-        let prev_unmapped: HashSet<_> = previous.unmapped_models
-            .iter()
-            .map(|p| (&p.provider, &p.model))
-            .collect();
-        let curr_unmapped: HashSet<_> = self.unmapped_models
-            .iter()
-            .map(|p| (&p.provider, &p.model))
-            .collect();
+        // Build lookup maps for current and previous mappings
+        // Key: (provider, model), Value: canonical model
+        let mut prev_map: HashMap<(String, String), String> = HashMap::new();
+        for entry in &previous.mapped_models {
+            prev_map.insert((entry.provider.clone(), entry.model.clone()), entry.canonical.clone());
+        }
 
-        let newly_mapped: Vec<_> = prev_unmapped.difference(&curr_unmapped).collect();
-        let newly_unmapped: Vec<_> = curr_unmapped.difference(&prev_unmapped).collect();
+        let mut curr_map: HashMap<(String, String), String> = HashMap::new();
+        for entry in &self.mapped_models {
+            curr_map.insert((entry.provider.clone(), entry.model.clone()), entry.canonical.clone());
+        }
 
-        if newly_mapped.is_empty() && newly_unmapped.is_empty() {
+        // Find changes
+        let mut changed_mappings = Vec::new();
+        let mut added_mappings = Vec::new();
+        let mut removed_mappings = Vec::new();
+
+        // Check current mappings against previous
+        for (key @ (provider, model), canonical) in &curr_map {
+            match prev_map.get(key) {
+                Some(prev_canonical) if prev_canonical != canonical => {
+                    // Mapping changed
+                    changed_mappings.push((provider.clone(), model.clone(), prev_canonical.clone(), canonical.clone()));
+                }
+                None => {
+                    // New mapping
+                    added_mappings.push((provider.clone(), model.clone(), canonical.clone()));
+                }
+                _ => {
+                    // No change
+                }
+            }
+        }
+
+        // Check for removed mappings
+        for (key @ (provider, model), canonical) in &prev_map {
+            if !curr_map.contains_key(key) {
+                removed_mappings.push((provider.clone(), model.clone(), canonical.clone()));
+            }
+        }
+
+        // Print changes
+        if changed_mappings.is_empty() && added_mappings.is_empty() && removed_mappings.is_empty() {
             println!("\nNo changes in model mappings.");
         } else {
-            if !newly_mapped.is_empty() {
-                println!("\n✓ Newly Mapped Models ({}):", newly_mapped.len());
-                for (provider, model) in newly_mapped {
+            if !changed_mappings.is_empty() {
+                println!("\n⚠ Changed Mappings ({}):", changed_mappings.len());
+                println!("  (Models that now map to a different canonical model)");
+                for (provider, model, old_canonical, new_canonical) in changed_mappings {
                     println!("  {} / {}", provider, model);
+                    println!("    WAS: {}", old_canonical);
+                    println!("    NOW: {}", new_canonical);
                 }
             }
 
-            if !newly_unmapped.is_empty() {
-                println!("\n✗ Newly Unmapped Models ({}):", newly_unmapped.len());
-                for (provider, model) in newly_unmapped {
-                    println!("  {} / {}", provider, model);
+            if !added_mappings.is_empty() {
+                println!("\n✓ Added Mappings ({}):", added_mappings.len());
+                println!("  (Models that gained a canonical mapping)");
+                for (provider, model, canonical) in added_mappings {
+                    println!("  {} / {} -> {}", provider, model, canonical);
+                }
+            }
+
+            if !removed_mappings.is_empty() {
+                println!("\n✗ Removed Mappings ({}):", removed_mappings.len());
+                println!("  (Models that lost their canonical mapping)");
+                for (provider, model, canonical) in removed_mappings {
+                    println!("  {} / {} (was: {})", provider, model, canonical);
                 }
             }
         }
@@ -294,7 +361,8 @@ async fn main() -> Result<()> {
     let output_path = if args.len() > 2 && args[1] == "--output" {
         PathBuf::from(&args[2])
     } else {
-        PathBuf::from("canonical_mapping_report.json")
+        PathBuf::from(env!("CARGO_MANIFEST_DIR"))
+            .join("src/providers/canonical/data/canonical_mapping_report.json")
     };
 
     // Try to compare with previous run
diff --git a/crates/goose/src/providers/canonical/README.md b/crates/goose/src/providers/canonical/README.md
index 4fd72a00a7..2c0b6658b7 100644
--- a/crates/goose/src/providers/canonical/README.md
+++ b/crates/goose/src/providers/canonical/README.md
@@ -132,7 +132,17 @@ This will:
 - Check which models are mapped to canonical models
 - Report unmapped models
 - Show canonical models in use
-- Compare with previous runs
+- Compare with previous runs to detect mapping changes
+- Generate output file: `src/providers/canonical/data/canonical_mapping_report.json`
+
+**Lock File / Diff Functionality:**
+
+The checker maintains `canonical_mapping_report.json` which stores all (provider, model) -> canonical model mappings along with the full report. On subsequent runs, it compares against this file and reports:
+- **Changed Mappings**: Models that now map to a different canonical model
+- **Added Mappings**: Models that gained a canonical mapping
+- **Removed Mappings**: Models that lost their canonical mapping
+
+This helps you track changes in model mappings over time, similar to how package lock files work.
 
 **Note:** Requires proper provider credentials to be configured.
 
diff --git a/canonical_mapping_report.json b/crates/goose/src/providers/canonical/data/canonical_mapping_report.json
similarity index 83%
rename from canonical_mapping_report.json
rename to crates/goose/src/providers/canonical/data/canonical_mapping_report.json
index 125b311a53..bdf57804bb 100644
--- a/canonical_mapping_report.json
+++ b/crates/goose/src/providers/canonical/data/canonical_mapping_report.json
@@ -1,5 +1,5 @@
 {
-  "timestamp": "2025-11-13T17:32:30.830102+00:00",
+  "timestamp": "2025-11-14T06:37:19.570393+00:00",
   "unmapped_models": [
     {
       "provider": "openai",
@@ -2165,6 +2165,10 @@
       "provider": "openai",
       "model": "gpt-5-search-api-2025-10-14"
     },
+    {
+      "provider": "openai",
+      "model": "gpt-5.1-chat-latest"
+    },
     {
       "provider": "openai",
       "model": "gpt-audio"
@@ -2649,10 +2653,6 @@
       "provider": "openrouter",
       "model": "openai/gpt-oss-20b:free"
     },
-    {
-      "provider": "openrouter",
-      "model": "openrouter/polaris-alpha"
-    },
     {
       "provider": "openrouter",
       "model": "qwen/qwen-2.5-72b-instruct"
@@ -3555,7 +3555,376 @@
     }
   ],
   "all_mappings": {
-    "tetrate": [],
+    "databricks": [],
+    "openai": [
+      {
+        "provider_model": "chatgpt-4o-latest",
+        "canonical_model": "openai/chatgpt-4o-latest",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo",
+        "canonical_model": "openai/gpt-3.5-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo-0125",
+        "canonical_model": "openai/gpt-3.5-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo-1106",
+        "canonical_model": "openai/gpt-3.5-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo-16k",
+        "canonical_model": "openai/gpt-3.5-turbo-16k",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo-instruct",
+        "canonical_model": "openai/gpt-3.5-turbo-instruct",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-3.5-turbo-instruct-0914",
+        "canonical_model": "openai/gpt-3.5-turbo-instruct",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4",
+        "canonical_model": "openai/gpt-4",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-0125-preview",
+        "canonical_model": "openai/gpt-4",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-0314",
+        "canonical_model": "openai/gpt-4",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-0613",
+        "canonical_model": "openai/gpt-4",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-1106-preview",
+        "canonical_model": "openai/gpt-4",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-turbo",
+        "canonical_model": "openai/gpt-4-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-turbo-2024-04-09",
+        "canonical_model": "openai/gpt-4-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4-turbo-preview",
+        "canonical_model": "openai/gpt-4-turbo",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1",
+        "canonical_model": "openai/gpt-4.1",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1-2025-04-14",
+        "canonical_model": "openai/gpt-4.1",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1-mini",
+        "canonical_model": "openai/gpt-4.1-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1-mini-2025-04-14",
+        "canonical_model": "openai/gpt-4.1-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1-nano",
+        "canonical_model": "openai/gpt-4.1-nano",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4.1-nano-2025-04-14",
+        "canonical_model": "openai/gpt-4.1-nano",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o",
+        "canonical_model": "openai/gpt-4o",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-2024-05-13",
+        "canonical_model": "openai/gpt-4o",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-2024-08-06",
+        "canonical_model": "openai/gpt-4o",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-2024-11-20",
+        "canonical_model": "openai/gpt-4o",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-audio-preview",
+        "canonical_model": "openai/gpt-4o-audio",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-audio-preview-2024-10-01",
+        "canonical_model": "openai/gpt-4o-audio",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-audio-preview-2024-12-17",
+        "canonical_model": "openai/gpt-4o-audio",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-audio-preview-2025-06-03",
+        "canonical_model": "openai/gpt-4o-audio",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-mini",
+        "canonical_model": "openai/gpt-4o-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-mini-2024-07-18",
+        "canonical_model": "openai/gpt-4o-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-mini-search-preview",
+        "canonical_model": "openai/gpt-4o-mini-search",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-mini-search-preview-2025-03-11",
+        "canonical_model": "openai/gpt-4o-mini-search",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-search-preview",
+        "canonical_model": "openai/gpt-4o-search",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-4o-search-preview-2025-03-11",
+        "canonical_model": "openai/gpt-4o-search",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5",
+        "canonical_model": "openai/gpt-5",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-2025-08-07",
+        "canonical_model": "openai/gpt-5",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-codex",
+        "canonical_model": "openai/gpt-5-codex",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-mini",
+        "canonical_model": "openai/gpt-5-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-mini-2025-08-07",
+        "canonical_model": "openai/gpt-5-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-nano",
+        "canonical_model": "openai/gpt-5-nano",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-nano-2025-08-07",
+        "canonical_model": "openai/gpt-5-nano",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-pro",
+        "canonical_model": "openai/gpt-5-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5-pro-2025-10-06",
+        "canonical_model": "openai/gpt-5-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5.1",
+        "canonical_model": "openai/gpt-5.1",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5.1-2025-11-13",
+        "canonical_model": "openai/gpt-5.1",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5.1-codex",
+        "canonical_model": "openai/gpt-5.1-codex",
+        "verified": true
+      },
+      {
+        "provider_model": "gpt-5.1-codex-mini",
+        "canonical_model": "openai/gpt-5.1-codex-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "o1",
+        "canonical_model": "openai/o1",
+        "verified": true
+      },
+      {
+        "provider_model": "o1-2024-12-17",
+        "canonical_model": "openai/o1",
+        "verified": true
+      },
+      {
+        "provider_model": "o1-pro",
+        "canonical_model": "openai/o1-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "o1-pro-2025-03-19",
+        "canonical_model": "openai/o1-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "o3",
+        "canonical_model": "openai/o3",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-2025-04-16",
+        "canonical_model": "openai/o3",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-deep-research",
+        "canonical_model": "openai/o3-deep-research",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-deep-research-2025-06-26",
+        "canonical_model": "openai/o3-deep-research",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-mini",
+        "canonical_model": "openai/o3-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-mini-2025-01-31",
+        "canonical_model": "openai/o3-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-pro",
+        "canonical_model": "openai/o3-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "o3-pro-2025-06-10",
+        "canonical_model": "openai/o3-pro",
+        "verified": true
+      },
+      {
+        "provider_model": "o4-mini",
+        "canonical_model": "openai/o4-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "o4-mini-2025-04-16",
+        "canonical_model": "openai/o4-mini",
+        "verified": true
+      },
+      {
+        "provider_model": "o4-mini-deep-research",
+        "canonical_model": "openai/o4-mini-deep-research",
+        "verified": true
+      },
+      {
+        "provider_model": "o4-mini-deep-research-2025-06-26",
+        "canonical_model": "openai/o4-mini-deep-research",
+        "verified": true
+      }
+    ],
+    "anthropic": [
+      {
+        "provider_model": "claude-3-5-haiku-20241022",
+        "canonical_model": "anthropic/claude-3.5-haiku",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-3-7-sonnet-20250219",
+        "canonical_model": "anthropic/claude-3.7-sonnet",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-3-haiku-20240307",
+        "canonical_model": "anthropic/claude-3-haiku",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-3-opus-20240229",
+        "canonical_model": "anthropic/claude-3-opus",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-haiku-4-5-20251001",
+        "canonical_model": "anthropic/claude-haiku-4.5",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-opus-4-1-20250805",
+        "canonical_model": "anthropic/claude-opus-4.1",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-opus-4-20250514",
+        "canonical_model": "anthropic/claude-opus-4",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-sonnet-4-20250514",
+        "canonical_model": "anthropic/claude-sonnet-4",
+        "verified": true
+      },
+      {
+        "provider_model": "claude-sonnet-4-5-20250929",
+        "canonical_model": "anthropic/claude-sonnet-4.5",
+        "verified": true
+      }
+    ],
     "openrouter": [
       {
         "provider_model": "anthropic/claude-3-haiku",
@@ -3812,6 +4181,21 @@
         "canonical_model": "openai/gpt-5-pro",
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@@ -3819,7 +4203,7 @@
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@@ -3878,356 +4262,7 @@
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@@ -4346,72 +4381,891 @@
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+    "openai/o4-mini",
+    "anthropic/claude-opus-4"
   ]
 }
\ No newline at end of file
diff --git a/crates/goose/src/providers/canonical/data/report_20251113_145809.json b/crates/goose/src/providers/canonical/data/report_20251113_145809.json
deleted file mode 100644
index b66993dc00..0000000000
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+++ /dev/null
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\ No newline at end of file