Gap description
Three Cohere chat models are listed as Live on the official Cohere models page but have no entries in the catalog. All three are accessible via Cohere's Chat endpoint and work as standard chat completion models.
Missing model IDs
| model ID |
context |
max output |
multimodal |
params |
languages |
command-a-translate-08-2025 |
16,000 (8k in/8k out) |
8,000 |
No |
111B |
23 |
c4ai-aya-vision-32b |
16,000 |
4,000 |
Yes (text+image) |
32B |
23+ |
c4ai-aya-expanse-32b |
128,000 |
4,000 |
No |
32B |
23+ |
Suggested catalog entries
{
"command-a-translate-08-2025": {
"format": "openai",
"flavor": "chat",
"displayName": "Command A Translate",
"max_input_tokens": 8000,
"max_output_tokens": 8000,
"available_providers": ["cohere"]
},
"c4ai-aya-vision-32b": {
"format": "openai",
"flavor": "chat",
"multimodal": true,
"displayName": "Aya Vision 32B",
"max_input_tokens": 16000,
"max_output_tokens": 4000,
"available_providers": ["cohere"]
},
"c4ai-aya-expanse-32b": {
"format": "openai",
"flavor": "chat",
"displayName": "Aya Expanse 32B",
"max_input_tokens": 128000,
"max_output_tokens": 4000,
"available_providers": ["cohere"]
}
}
Note: Pricing is not published on Cohere's documentation for current-generation models. The existing command-a-03-2025 entry uses $2.50/$10.00 per million tokens. The fix job should determine pricing for these models through Cohere's API or sales documentation — do not assume pricing matches other models.
Verification
| Check |
Status |
Detail |
| Cross-source (command-a-translate) |
✅ |
Listed as Live on models page with model ID command-a-translate-08-2025 AND detailed on model card with context, output limits, API examples |
| Cross-source (c4ai-aya-vision-32b) |
✅ |
Listed as Live on models page AND detailed on Aya Vision model card with specs and API examples |
| Cross-source (c4ai-aya-expanse-32b) |
✅ |
Listed as Live on models page with 128k context, 4k max output |
| Not in catalog |
✅ |
grep for command-a-translate, c4ai-aya, aya-vision, aya-expanse in model_list.json returns no matches |
| ID format |
✅ |
Model IDs match exactly what Cohere uses in their docs and API examples |
| Duplicate check |
✅ |
No open issue covers any of these model IDs. Issues #1016 and #1022 cover different Cohere models |
| Not deprecated |
✅ |
All listed as Live on models page |
| Not embedding/vision-only |
✅ |
All are chat completion models (use Chat endpoint); Aya Vision is multimodal (text+image input → text output), not vision-only |
Verification notes
Fields NOT verified from official sources:
- Pricing — not published for any current-generation Cohere model
reasoning — not mentioned; omit
reasoning_budget — not mentioned; omit
Local files inspected
packages/proxy/schema/model_list.json — confirmed no entries matching command-a-translate, c4ai-aya, aya-vision, or aya-expanse
Source URLs
{
"kind": "missing_model",
"provider": "cohere",
"models": ["command-a-translate-08-2025", "c4ai-aya-vision-32b", "c4ai-aya-expanse-32b"],
"status": "active",
"model_specs": {
"command-a-translate-08-2025": {
"format": "openai",
"flavor": "chat",
"displayName": "Command A Translate",
"max_input_tokens": 8000,
"max_output_tokens": 8000,
"available_providers": ["cohere"]
},
"c4ai-aya-vision-32b": {
"format": "openai",
"flavor": "chat",
"multimodal": true,
"displayName": "Aya Vision 32B",
"max_input_tokens": 16000,
"max_output_tokens": 4000,
"available_providers": ["cohere"]
},
"c4ai-aya-expanse-32b": {
"format": "openai",
"flavor": "chat",
"displayName": "Aya Expanse 32B",
"max_input_tokens": 128000,
"max_output_tokens": 4000,
"available_providers": ["cohere"]
}
},
"source_urls": [
"https://docs.cohere.com/docs/models",
"https://docs.cohere.com/docs/command-a-translate",
"https://docs.cohere.com/docs/aya-vision"
]
}
Gap description
Three Cohere chat models are listed as Live on the official Cohere models page but have no entries in the catalog. All three are accessible via Cohere's Chat endpoint and work as standard chat completion models.
Missing model IDs
command-a-translate-08-2025c4ai-aya-vision-32bc4ai-aya-expanse-32bSuggested catalog entries
{ "command-a-translate-08-2025": { "format": "openai", "flavor": "chat", "displayName": "Command A Translate", "max_input_tokens": 8000, "max_output_tokens": 8000, "available_providers": ["cohere"] }, "c4ai-aya-vision-32b": { "format": "openai", "flavor": "chat", "multimodal": true, "displayName": "Aya Vision 32B", "max_input_tokens": 16000, "max_output_tokens": 4000, "available_providers": ["cohere"] }, "c4ai-aya-expanse-32b": { "format": "openai", "flavor": "chat", "displayName": "Aya Expanse 32B", "max_input_tokens": 128000, "max_output_tokens": 4000, "available_providers": ["cohere"] } }Note: Pricing is not published on Cohere's documentation for current-generation models. The existing
command-a-03-2025entry uses $2.50/$10.00 per million tokens. The fix job should determine pricing for these models through Cohere's API or sales documentation — do not assume pricing matches other models.Verification
command-a-translate-08-2025AND detailed on model card with context, output limits, API examplesgrepforcommand-a-translate,c4ai-aya,aya-vision,aya-expanseinmodel_list.jsonreturns no matchesVerification notes
command-a-translate-08-2025IDc4ai-aya-vision-32bIDc4ai-aya-expanse-32bIDformat: "openai"openaiformatFields NOT verified from official sources:
reasoning— not mentioned; omitreasoning_budget— not mentioned; omitLocal files inspected
packages/proxy/schema/model_list.json— confirmed no entries matchingcommand-a-translate,c4ai-aya,aya-vision, oraya-expanseSource URLs
{ "kind": "missing_model", "provider": "cohere", "models": ["command-a-translate-08-2025", "c4ai-aya-vision-32b", "c4ai-aya-expanse-32b"], "status": "active", "model_specs": { "command-a-translate-08-2025": { "format": "openai", "flavor": "chat", "displayName": "Command A Translate", "max_input_tokens": 8000, "max_output_tokens": 8000, "available_providers": ["cohere"] }, "c4ai-aya-vision-32b": { "format": "openai", "flavor": "chat", "multimodal": true, "displayName": "Aya Vision 32B", "max_input_tokens": 16000, "max_output_tokens": 4000, "available_providers": ["cohere"] }, "c4ai-aya-expanse-32b": { "format": "openai", "flavor": "chat", "displayName": "Aya Expanse 32B", "max_input_tokens": 128000, "max_output_tokens": 4000, "available_providers": ["cohere"] } }, "source_urls": [ "https://docs.cohere.com/docs/models", "https://docs.cohere.com/docs/command-a-translate", "https://docs.cohere.com/docs/aya-vision" ] }