LLM ReferenceLLM Reference

Claude Mythos Preview vs MiniMax M2.7 Highspeed

Claude Mythos Preview (2026) and MiniMax M2.7 Highspeed (2026) are frontier-tier reasoning models from Anthropic and MiniMax. Claude Mythos Preview ships a 1M-token context window, while MiniMax M2.7 Highspeed ships a 205K-token context window. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit. It focuses on practical selection signals rather than broad model-family marketing. The goal is to make the tradeoff clear before deeper testing.

Claude Mythos Preview fits 5x more tokens; pick it for long-context work and MiniMax M2.7 Highspeed for tighter calls.

Decision scorecard

Local evidence first
SignalClaude Mythos PreviewMiniMax M2.7 Highspeed
Decision fitCoding, RAG, and AgentsRAG, Agents, and Long context
Context window1M205K
Cheapest output$125/1M tokens-
Provider routes2 tracked1 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose Claude Mythos Preview when...
  • Claude Mythos Preview has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • Claude Mythos Preview has broader tracked provider coverage for fallback and procurement flexibility.
  • 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 MiniMax M2.7 Highspeed when...
  • Local decision data tags MiniMax M2.7 Highspeed for RAG, Agents, and Long context.

Monthly cost at traffic

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

Claude Mythos Preview

$51,250

Cheapest tracked route: Anthropic

MiniMax M2.7 Highspeed

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Claude Mythos Preview -> MiniMax M2.7 Highspeed
  • No overlapping tracked provider route is sourced for Claude Mythos Preview and MiniMax M2.7 Highspeed; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Vision, Multimodal, and Code execution before moving production traffic.
MiniMax M2.7 Highspeed -> Claude Mythos Preview
  • No overlapping tracked provider route is sourced for MiniMax M2.7 Highspeed and Claude Mythos Preview; plan for SDK, billing, or endpoint changes.
  • Claude Mythos Preview adds Vision, Multimodal, and Code execution in local capability data.

Specs

Specification
Released2026-04-072026-03-18
Context window1M205K
Parameters10B active
Architecturedecoder onlydecoder only
LicenseProprietaryProprietary
Knowledge cutoff2025-12-

Pricing and availability

Pricing attributeClaude Mythos PreviewMiniMax M2.7 Highspeed
Input price$25/1M tokens-
Output price$125/1M tokens-
Providers

Capabilities

CapabilityClaude Mythos PreviewMiniMax M2.7 Highspeed
VisionYesNo
MultimodalYesNo
ReasoningYesYes
Function callingYesYes
Tool useYesYes
Structured outputsYesYes
Code executionYesNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

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.

Pricing coverage is uneven: Claude Mythos Preview has $25/1M input tokens and MiniMax M2.7 Highspeed has no token price sourced yet. Provider availability is 2 tracked routes versus 1. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.

Choose Claude Mythos Preview when coding workflow support, larger context windows, and broader provider choice are central to the workload. Choose MiniMax M2.7 Highspeed when provider fit are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency.

FAQ

Which has a larger context window, Claude Mythos Preview or MiniMax M2.7 Highspeed?

Claude Mythos Preview supports 1M tokens, while MiniMax M2.7 Highspeed supports 205K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.

Is Claude Mythos Preview or MiniMax M2.7 Highspeed open source?

Claude Mythos Preview is listed under Proprietary. MiniMax M2.7 Highspeed is listed under Proprietary. 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 MiniMax M2.7 Highspeed?

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 MiniMax M2.7 Highspeed?

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.

Which is better for reasoning mode, Claude Mythos Preview or MiniMax M2.7 Highspeed?

Both Claude Mythos Preview and MiniMax M2.7 Highspeed expose reasoning mode. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.

Where can I run Claude Mythos Preview and MiniMax M2.7 Highspeed?

Claude Mythos Preview is available on Anthropic and Microsoft Foundry. MiniMax M2.7 Highspeed is available on MiniMax. Provider coverage can affect latency, region availability, compliance posture, and fallback options. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.

Continue comparing

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