Trinity-Large-Thinking vs o3 Mini High

API pricing, benchmark indices and specs — updated 19 October 2026.

arcee-ai · A · Open weights
Params
398.6 B
Context
262,144
30d
2 K
openai · B · API-only
Input / 1M
$1.10
Output / 1M
$4.40
AA index
11
proprietary · 200K context

Specification comparison

Differences are highlighted; identical values are muted.

Specification Trinity-Large-Thinking o3 Mini High
Deployment Open weights · also via API API-only (closed weights)
Parameters 398.6 B n/a — API-only
Architecture AfmoeForCausalLM n/a — API-only
Context length 262,144 200,000
Licence other Proprietary
Commercial use Unknown Per API terms
Languages 11 n/a — API-only
Downloads 30d 2,245 n/a — API-only
Downloads all time 72 K n/a — API-only
Quantizations on the Hub SAFETENSORS n/a — API-only
Gated No n/a — API-only
First seen on the Hub 2026-04-01 n/a — API-only
API input price / 1M tokens $0.25 $1.10
API output price / 1M tokens $0.80 $4.40
Est. cost per 1M input + 1M output tokens $1.05 $5.50
Cached input / 1M tokens $0.06 $0.55
AA Intelligence Index 10.8 11
AA Coding Index 25.8 16.3
AA Agentic Index 1 0.9
Max output tokens 80,000 100,000
API providers 1 1
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

Trinity-Large-Thinking $1.05
o3 Mini High $5.50

Trinity-Large-Thinking is 5.2× cheaper at list price.

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Trinity-Large-Thinking · fp16 @ 256K ctx 2,791.0 GB / 24 GB
❌ Won’t fit

Adjacent comparisons