LLM ReferenceLLM Reference

Claude Mythos Preview vs Trinity-Large-Thinking

Claude Mythos Preview (2026) and Trinity-Large-Thinking (2026) are frontier-tier reasoning models from Anthropic and Arcee AI. Claude Mythos Preview ships a 1M-token context window, while Trinity-Large-Thinking ships a 256K-token context window. On Google-Proof Q&A, Claude Mythos Preview leads by 5.4 pts. On pricing, Trinity-Large-Thinking costs $0.22/1M input tokens versus $25/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.

Trinity-Large-Thinking is ~11264% cheaper at $0.22/1M; pay for Claude Mythos Preview only for coding workflow support.

Decision scorecard

Local evidence first
SignalClaude Mythos PreviewTrinity-Large-Thinking
Decision fitCoding, RAG, and AgentsRAG, Agents, and Long context
Context window1M256K
Cheapest output$125/1M tokens$0.85/1M tokens
Provider routes2 tracked2 tracked
Shared benchmarksGoogle-Proof Q&A leader1 rows

Decision tradeoffs

Choose Claude Mythos Preview when...
  • Claude Mythos Preview leads the largest shared benchmark signal on Google-Proof Q&A by 5.4 points.
  • Claude Mythos Preview has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Claude Mythos Preview uniquely exposes Vision, Multimodal, and Code execution in local model data.
  • Local decision data tags Claude Mythos Preview for Coding, RAG, and Agents.
Choose Trinity-Large-Thinking when...
  • Trinity-Large-Thinking has the lower cheapest tracked output price at $0.85/1M tokens.
  • Local decision data tags Trinity-Large-Thinking for RAG, Agents, and Long context.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output prices on this page.

Lower estimate Trinity-Large-Thinking

Claude Mythos Preview

$51,250

Cheapest tracked route: Anthropic

Trinity-Large-Thinking

$389

Cheapest tracked route: OpenRouter

Estimated monthly gap: $50,862. Batch, cache, and negotiated pricing are excluded from this local estimate.

Switch friction

Claude Mythos Preview -> Trinity-Large-Thinking
  • No overlapping tracked provider route is sourced for Claude Mythos Preview and Trinity-Large-Thinking; plan for SDK, billing, or endpoint changes.
  • Trinity-Large-Thinking is $124/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
  • Check replacement coverage for Vision, Multimodal, and Code execution before moving production traffic.
Trinity-Large-Thinking -> Claude Mythos Preview
  • No overlapping tracked provider route is sourced for Trinity-Large-Thinking and Claude Mythos Preview; plan for SDK, billing, or endpoint changes.
  • Claude Mythos Preview is $124/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
  • Claude Mythos Preview adds Vision, Multimodal, and Code execution in local capability data.

Specs

Specification
Released2026-04-072026-04-01
Context window1M256K
Parameters400B
Architecturedecoder onlySparse Mixture of Experts (MoE)
LicenseProprietaryApache 2.0
Knowledge cutoff2025-12-

Pricing and availability

Pricing attributeClaude Mythos PreviewTrinity-Large-Thinking
Input price$25/1M tokens$0.22/1M tokens
Output price$125/1M tokens$0.85/1M tokens
Providers

Capabilities

CapabilityClaude Mythos PreviewTrinity-Large-Thinking
VisionYesNo
MultimodalYesNo
ReasoningYesYes
Function callingYesYes
Tool useYesYes
Structured outputsYesYes
Code executionYesNo

Benchmarks

BenchmarkClaude Mythos PreviewTrinity-Large-Thinking
Google-Proof Q&A94.689.2

Deep dive

On shared benchmark coverage, Google-Proof Q&A has Claude Mythos Preview at 94.6 and Trinity-Large-Thinking at 89.2, with Claude Mythos Preview ahead by 5.4 points. The largest visible gap is 5.4 points on Google-Proof Q&A, which matters most when that benchmark mirrors your workload. Treat isolated benchmark wins as directional, because provider routing, prompt style, and tool access can move real application results.

The capability footprint differs most on vision: Claude Mythos Preview, multimodal input: Claude Mythos Preview, and code execution: Claude Mythos Preview. Both models share reasoning mode, function calling, tool use, and structured outputs, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.

For cost, Claude Mythos Preview lists $25/1M input and $125/1M output tokens, while Trinity-Large-Thinking lists $0.22/1M input and $0.85/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Trinity-Large-Thinking lower by about $54.59 per million blended tokens. Availability is 2 providers versus 2, so concentration risk also matters.

Choose Claude Mythos Preview when coding workflow support and larger context windows are central to the workload. Choose Trinity-Large-Thinking when provider fit and lower input-token cost are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship.

FAQ

Which has a larger context window, Claude Mythos Preview or Trinity-Large-Thinking?

Claude Mythos Preview supports 1M tokens, while Trinity-Large-Thinking supports 256K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Which is cheaper, Claude Mythos Preview or Trinity-Large-Thinking?

Trinity-Large-Thinking is cheaper on tracked token pricing. Claude Mythos Preview costs $25/1M input and $125/1M output tokens. Trinity-Large-Thinking costs $0.22/1M input and $0.85/1M output tokens. Provider discounts or batch pricing can still change the final bill.

Is Claude Mythos Preview or Trinity-Large-Thinking open source?

Claude Mythos Preview is listed under Proprietary. Trinity-Large-Thinking is listed under Apache 2.0. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Which is better for vision, Claude Mythos Preview or Trinity-Large-Thinking?

Claude Mythos Preview has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Which is better for multimodal input, Claude Mythos Preview or Trinity-Large-Thinking?

Claude Mythos Preview has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Where can I run Claude Mythos Preview and Trinity-Large-Thinking?

Claude Mythos Preview is available on Anthropic and Microsoft Foundry. Trinity-Large-Thinking is available on Arcee AI and OpenRouter. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

Continue comparing

Last reviewed: 2026-05-16. Data sourced from public model cards and provider documentation.