Summary
Daily model inventory check for 2026-05-30. Alias coverage is solid — all 32 live Copilot models are matched by existing patterns. Two multiplier issues found: one missing model entry and one significant discrepancy.
- Providers queried: OpenAI, Anthropic, Gemini, Copilot
- Total models found: 286 (OpenAI: 194, Anthropic: 10, Gemini: 50, Copilot: 32)
- Proposed alias changes: 0
- Multiplier gaps found: 2
Provider Model Counts
| Provider |
Models Available |
Status |
| openai |
194 |
✅ ok |
| anthropic |
10 |
✅ ok |
| gemini |
50 |
✅ ok |
| copilot |
32 |
✅ ok |
Raw API Fields Discovered
Anthropic (/raw.json → .data[]): type, id, display_name, created_at, max_input_tokens (up to 1M), max_tokens (output, up to 128k), capabilities object with flags: batch.supported, citations.supported, code_execution.supported, context_management (including compact_20260112), effort (low/medium/high/max), image_input.supported, pdf_input.supported, structured_outputs.supported, thinking (adaptive/enabled). Rich capability metadata useful for future enrichment.
Gemini (/raw.json → .models[]): name, version, displayName, description, inputTokenLimit, outputTokenLimit, supportedGenerationMethods, temperature, topP, topK, maxTemperature, thinking (boolean). Context window limits directly available.
OpenAI (/raw.json → .data[]): minimal — only id, object, created (Unix timestamp), owned_by. No context window or capability fields exposed in this endpoint.
Copilot (/reflect.json): model IDs via endpoints[].models[]; vendor metadata present for Anthropic-served models. Billing multipliers sourced from the GitHub docs table.
Token Multiplier Analysis
Missing from model_multipliers.json
| Model ID |
Provider |
Inferred Multiplier |
Basis |
claude-opus-4-8 |
anthropic/copilot |
27.0 |
GitHub docs billing table (Claude Opus 4.8 = 27) |
claude-opus-4.8 |
anthropic/copilot |
27.0 |
Dot-form alias of above (pattern: existing pairs use both hyphen and dot forms) |
claude-opus-4.7 |
anthropic/copilot |
27.0 |
Dot-form missing (hyphen form claude-opus-4-7: 27.0 exists; dot form needed for consistency) |
Historical entries not currently returned
The following IDs appear in model_multipliers.json but are absent from all live provider APIs. These are retained as historical records.
claude-sonnet-4, claude-sonnet-4-20250514, claude-opus-4, claude-opus-4-20250514, claude-opus-4-1, claude-opus-4-1-20250805, claude-3-* family, gpt-4-turbo, gpt-5-* dated variants, o1*, o3*, o4*, gemini-1.5-*, gemini-2.0-*, gpt-3.5-turbo*, gemini-robotics-*, grok-code-fast-1, raptor-mini (not in live Copilot list but retained).
Inferred vs stored discrepancies
⚠️ Action required: The gpt-5.5 multiplier discrepancy (stored: 7.5, docs: 57) is significant. Please verify against the GitHub billing docs before updating. If confirmed, gpt-5.5 and gpt-5.5-2026-04-23 should be updated to 57.0 in pkg/cli/data/model_multipliers.json. The gpt-5.5-pro variants (currently 2.0) were not present in the docs table and should remain unchanged.
Proposed Alias Updates
No alias changes needed. All 32 live Copilot models are covered:
claude-haiku-4.5, claude-sonnet-4.5/4.6, claude-opus-4.5/4.6/4.7/4.8 → covered by copilot/*haiku*, copilot/*sonnet*, copilot/*opus*
gemini-2.5-pro → covered by copilot/gemini-*pro* (via gemini-pro alias)
gpt-5.2, gpt-5.3-codex, gpt-5.4, gpt-5.4-mini, gpt-5.5 → covered by gpt-5.2, gpt-5.3, gpt-5.4, gpt-5.5 aliases
gpt-5-mini → covered by gpt-5-mini alias
- Legacy GPT-4/4o models → covered by
any alias; intentionally deprecated per task policy
- Embedding models (
text-embedding-*) → not applicable for aliases (not generation models)
Full Model Lists by Provider
Copilot (32 models)
claude-haiku-4.5, claude-opus-4.5, claude-opus-4.6, claude-opus-4.7, claude-opus-4.8, claude-sonnet-4.5, claude-sonnet-4.6, gemini-2.5-pro, gpt-3.5-turbo, gpt-3.5-turbo-0613, gpt-4, gpt-4-0613, gpt-4-o-preview, gpt-4.1, gpt-4.1-2025-04-14, gpt-4o, gpt-4o-2024-05-13, gpt-4o-2024-08-06, gpt-4o-2024-11-20, gpt-4o-mini, gpt-4o-mini-2024-07-18, gpt-5-mini, gpt-5.2, gpt-5.2-codex, gpt-5.3-codex, gpt-5.4, gpt-5.4-mini, gpt-5.4-nano, gpt-5.5, text-embedding-3-small, text-embedding-3-small-inference, text-embedding-ada-002
Anthropic (10 models)
claude-haiku-4-5-20251001, claude-opus-4-1-20250805, claude-opus-4-20250514, claude-opus-4-5-20251101, claude-opus-4-6, claude-opus-4-7, claude-opus-4-8, claude-sonnet-4-20250514, claude-sonnet-4-5-20250929, claude-sonnet-4-6
Gemini (50 models)
(50 models from Gemini API including Gemini 2.5, 3.x, flash/pro/lite variants)
OpenAI (194 models)
(194 models; majority are internal or dated variants; key generation models covered by existing aliases)
Notes
gpt-4.1, gpt-4o, gpt-4o-mini, gpt-5.4-nano appear in live Copilot list but are intentionally excluded from multiplier tracking per policy (deprecated Copilot-facing IDs).
- Embedding models (
text-embedding-*) appear in Copilot's model list but are not billing/generation models; no multipliers needed.
claude-opus-4.7 dot-form is the only missing dot-form alias; all other claude-opus models have both hyphen and dot forms in the registry.
Generated by 📦 Daily Model Inventory Checker · sonnet46 1.5M · ◷
Summary
Daily model inventory check for 2026-05-30. Alias coverage is solid — all 32 live Copilot models are matched by existing patterns. Two multiplier issues found: one missing model entry and one significant discrepancy.
Provider Model Counts
Raw API Fields Discovered
Anthropic (
/raw.json→.data[]):type,id,display_name,created_at,max_input_tokens(up to 1M),max_tokens(output, up to 128k),capabilitiesobject with flags:batch.supported,citations.supported,code_execution.supported,context_management(includingcompact_20260112),effort(low/medium/high/max),image_input.supported,pdf_input.supported,structured_outputs.supported,thinking(adaptive/enabled). Rich capability metadata useful for future enrichment.Gemini (
/raw.json→.models[]):name,version,displayName,description,inputTokenLimit,outputTokenLimit,supportedGenerationMethods,temperature,topP,topK,maxTemperature,thinking(boolean). Context window limits directly available.OpenAI (
/raw.json→.data[]): minimal — onlyid,object,created(Unix timestamp),owned_by. No context window or capability fields exposed in this endpoint.Copilot (
/reflect.json): model IDs viaendpoints[].models[]; vendor metadata present for Anthropic-served models. Billing multipliers sourced from the GitHub docs table.Token Multiplier Analysis
Missing from model_multipliers.json
claude-opus-4-8claude-opus-4.8claude-opus-4.7claude-opus-4-7: 27.0exists; dot form needed for consistency)Historical entries not currently returned
The following IDs appear in
model_multipliers.jsonbut are absent from all live provider APIs. These are retained as historical records.claude-sonnet-4,claude-sonnet-4-20250514,claude-opus-4,claude-opus-4-20250514,claude-opus-4-1,claude-opus-4-1-20250805,claude-3-*family,gpt-4-turbo,gpt-5-*dated variants,o1*,o3*,o4*,gemini-1.5-*,gemini-2.0-*,gpt-3.5-turbo*,gemini-robotics-*,grok-code-fast-1,raptor-mini(not in live Copilot list but retained).Inferred vs stored discrepancies
gpt-5.5gpt-5.5-2026-04-23Proposed Alias Updates
No alias changes needed. All 32 live Copilot models are covered:
claude-haiku-4.5,claude-sonnet-4.5/4.6,claude-opus-4.5/4.6/4.7/4.8→ covered bycopilot/*haiku*,copilot/*sonnet*,copilot/*opus*gemini-2.5-pro→ covered bycopilot/gemini-*pro*(viagemini-proalias)gpt-5.2,gpt-5.3-codex,gpt-5.4,gpt-5.4-mini,gpt-5.5→ covered bygpt-5.2,gpt-5.3,gpt-5.4,gpt-5.5aliasesgpt-5-mini→ covered bygpt-5-minialiasanyalias; intentionally deprecated per task policytext-embedding-*) → not applicable for aliases (not generation models)Full Model Lists by Provider
Copilot (32 models)
claude-haiku-4.5,claude-opus-4.5,claude-opus-4.6,claude-opus-4.7,claude-opus-4.8,claude-sonnet-4.5,claude-sonnet-4.6,gemini-2.5-pro,gpt-3.5-turbo,gpt-3.5-turbo-0613,gpt-4,gpt-4-0613,gpt-4-o-preview,gpt-4.1,gpt-4.1-2025-04-14,gpt-4o,gpt-4o-2024-05-13,gpt-4o-2024-08-06,gpt-4o-2024-11-20,gpt-4o-mini,gpt-4o-mini-2024-07-18,gpt-5-mini,gpt-5.2,gpt-5.2-codex,gpt-5.3-codex,gpt-5.4,gpt-5.4-mini,gpt-5.4-nano,gpt-5.5,text-embedding-3-small,text-embedding-3-small-inference,text-embedding-ada-002Anthropic (10 models)
claude-haiku-4-5-20251001,claude-opus-4-1-20250805,claude-opus-4-20250514,claude-opus-4-5-20251101,claude-opus-4-6,claude-opus-4-7,claude-opus-4-8,claude-sonnet-4-20250514,claude-sonnet-4-5-20250929,claude-sonnet-4-6Gemini (50 models)
(50 models from Gemini API including Gemini 2.5, 3.x, flash/pro/lite variants)
OpenAI (194 models)
(194 models; majority are internal or dated variants; key generation models covered by existing aliases)
Notes
gpt-4.1,gpt-4o,gpt-4o-mini,gpt-5.4-nanoappear in live Copilot list but are intentionally excluded from multiplier tracking per policy (deprecated Copilot-facing IDs).text-embedding-*) appear in Copilot's model list but are not billing/generation models; no multipliers needed.claude-opus-4.7dot-form is the only missing dot-form alias; all other claude-opus models have both hyphen and dot forms in the registry.