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Arcee AI · Released Apr 1, 2026

Trinity Large Thinking

Reasoning-optimized 398B MoE agent model with extended thinking for long-horizon and multi-turn tool use.

  • Open weights
  • Reasoning
  • Tool calling
  • Beta
Capability
—No ECI score yet
Input
$0.25per 1M tokens
Output
$0.80per 1M tokens
Context
524K262K max output
Pricing

What it costs

Input
$0.25per million tokens
Output
$0.80per million tokens
Cached input
$0.06per million tokens
Blended (3:1)
$0.388cheaper than 67% of priced models

Typical monthly bills

Monthly usageEstimated cost
Side project2M input + 0.5M output tokens$0.90
Team assistant25M input + 5M output tokens$10.25
Production app250M input + 50M output tokens$102.50

Official Arcee API price, as listed on models.dev.

Capability

Independent benchmarks

Epoch AI has not published a Capabilities Index score for Trinity Large Thinking yet.

Specifications

The details

Lab
Arcee AI
Released
Apr 1, 2026
Context window
524,288 tokens
Max output
262,144 tokens
Inputs
Text
Output
Text
Reasoning
Always on
Tool calling
Yes
Structured output
No
API model ID
trinity-large-thinkingon Arcee
Availability
6 API providerslisted on models.dev
Status
Beta

Arcee model documentation

Same lab

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Questions

About Trinity Large Thinking

How much does Trinity Large Thinking cost?

Trinity Large Thinking costs $0.25 input / $0.80 output per million tokens (official Arcee API price). Cached input is $0.06 per million tokens. At a 3:1 input-to-output mix that is $0.388 per million tokens, cheaper than 67% of the 360 priced models we track.

What is the context window of Trinity Large Thinking?

Trinity Large Thinking accepts up to 524,288 tokens per request and can write up to 262,144 tokens in one response.

How good is Trinity Large Thinking?

Epoch AI has not published a Capabilities Index score for Trinity Large Thinking yet.

Is Trinity Large Thinking open source?

Yes. Arcee AI publishes the weights under the OpenMDW-1.1 licence, so it can be downloaded and self-hosted.

What inputs does Trinity Large Thinking support?

Trinity Large Thinking accepts text and replies in text. It is a reasoning model, supports tool calling.

When was Trinity Large Thinking released?

Arcee AI released Trinity Large Thinking on Apr 1, 2026.

What are the best alternatives to Trinity Large Thinking?

The closest current models from other labs on capability, price and release date are Mercury Edit 2 (Inception, $0.25 / $0.75), Nemotron 3 Nano Omni 30B A3B Reasoning (NVIDIA, $0.25 / $0.85), Step 3.7 Flash (StepFun, $0.185 / $1.11) and Seed 1.8 (ByteDance Seed, $0.119 / $1.19).