Claude Mythos Preview vs Gemini 3.1 Pro Preview
Claude Mythos Preview (2026) and Gemini 3.1 Pro Preview (2026) are frontier reasoning models from Anthropic and Google DeepMind. Claude Mythos Preview ships a 1M-token context window, while Gemini 3.1 Pro Preview ships a 1M-token context window. On SWE-bench Verified, Claude Mythos Preview leads by 13.3 pts. On pricing, Gemini 3.1 Pro Preview costs $2/1M input tokens versus $25/1M for the alternative. This comparison covers specs, pricing, capabilities, benchmarks, provider availability, and production fit.
Gemini 3.1 Pro Preview is ~1150% cheaper at $2/1M; pay for Claude Mythos Preview only for coding workflow support.
Decision scorecard
Local evidence first| Signal | Claude Mythos Preview | Gemini 3.1 Pro Preview |
|---|---|---|
| Decision fit | Coding, RAG, and Agents | Coding, RAG, and Agents |
| Context window | 1M | 1M |
| Cheapest output | $125/1M tokens | $12/1M tokens |
| Provider routes | 2 tracked | 4 tracked |
| Shared benchmarks | SWE-bench Verified leader | 3 rows |
Decision tradeoffs
- Claude Mythos Preview leads the largest shared benchmark signal on SWE-bench Verified by 13.3 points.
- Claude Mythos Preview uniquely exposes Reasoning in local model data.
- Local decision data tags Claude Mythos Preview for Coding, RAG, and Agents.
- Gemini 3.1 Pro Preview has the lower cheapest tracked output price at $12/1M tokens.
- Gemini 3.1 Pro Preview has broader tracked provider coverage for fallback and procurement flexibility.
- Local decision data tags Gemini 3.1 Pro Preview for Coding, RAG, and Agents.
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
Gemini 3.1 Pro Preview
$4,600
Cheapest tracked route: Google AI Studio
Estimated monthly gap: $46,650. Batch, cache, and negotiated pricing are excluded from this local estimate.
Switch friction
- No overlapping tracked provider route is sourced for Claude Mythos Preview and Gemini 3.1 Pro Preview; plan for SDK, billing, or endpoint changes.
- Gemini 3.1 Pro Preview is $113/1M tokens lower on cheapest tracked output pricing before cache, batch, or negotiated discounts.
- Check replacement coverage for Reasoning before moving production traffic.
- No overlapping tracked provider route is sourced for Gemini 3.1 Pro Preview and Claude Mythos Preview; plan for SDK, billing, or endpoint changes.
- Claude Mythos Preview is $113/1M tokens higher on cheapest tracked output pricing, so quality gains need to justify the spend.
- Claude Mythos Preview adds Reasoning in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-04-07 | 2026-02-19 |
| Context window | 1M | 1M |
| Parameters | — | — |
| Architecture | decoder only | decoder only |
| License | Proprietary | Proprietary |
| Knowledge cutoff | 2025-12 | 2025-01 |
Pricing and availability
| Pricing attribute | Claude Mythos Preview | Gemini 3.1 Pro Preview |
|---|---|---|
| Input price | $25/1M tokens | $2/1M tokens |
| Output price | $125/1M tokens | $12/1M tokens |
| Providers |
Capabilities
| Capability | Claude Mythos Preview | Gemini 3.1 Pro Preview |
|---|---|---|
| Vision | Yes | Yes |
| Multimodal | Yes | Yes |
| Reasoning | Yes | No |
| Function calling | Yes | Yes |
| Tool use | Yes | Yes |
| Structured outputs | Yes | Yes |
| Code execution | Yes | Yes |
Benchmarks
| Benchmark | Claude Mythos Preview | Gemini 3.1 Pro Preview |
|---|---|---|
| SWE-bench Verified | 93.9 | 80.6 |
| Google-Proof Q&A | 94.6 | 94.3 |
| τ-bench | 89.2 | 76.5 |
Deep dive
On shared benchmark coverage, SWE-bench Verified has Claude Mythos Preview at 93.9 and Gemini 3.1 Pro Preview at 80.6, with Claude Mythos Preview ahead by 13.3 points; Google-Proof Q&A has Claude Mythos Preview at 94.6 and Gemini 3.1 Pro Preview at 94.3, with Claude Mythos Preview ahead by 0.3 points; τ-bench has Claude Mythos Preview at 89.2 and Gemini 3.1 Pro Preview at 76.5, with Claude Mythos Preview ahead by 12.7 points. The largest visible gap is 13.3 points on SWE-bench Verified, 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 reasoning mode: Claude Mythos Preview. Both models share vision, multimodal input, function calling, and tool use, 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 Gemini 3.1 Pro Preview lists $2/1M input and $12/1M output tokens on the cheapest tracked provider. A 70/30 input-output blend puts Gemini 3.1 Pro Preview lower by about $50 per million blended tokens. Availability is 2 providers versus 4, so concentration risk also matters.
Choose Claude Mythos Preview when coding workflow support are central to the workload. Choose Gemini 3.1 Pro Preview when coding workflow support, lower input-token cost, and broader provider choice 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 Gemini 3.1 Pro Preview?
Claude Mythos Preview supports 1M tokens, while Gemini 3.1 Pro Preview supports 1M 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 Gemini 3.1 Pro Preview?
Gemini 3.1 Pro Preview is cheaper on tracked token pricing. Claude Mythos Preview costs $25/1M input and $125/1M output tokens. Gemini 3.1 Pro Preview costs $2/1M input and $12/1M output tokens. Provider discounts or batch pricing can still change the final bill.
Is Claude Mythos Preview or Gemini 3.1 Pro Preview open source?
Claude Mythos Preview is listed under Proprietary. Gemini 3.1 Pro Preview 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 Gemini 3.1 Pro Preview?
Both Claude Mythos Preview and Gemini 3.1 Pro Preview expose vision. The better choice depends on benchmark fit, context budget, pricing, and whether your provider route exposes the same capability surface.
Which is better for multimodal input, Claude Mythos Preview or Gemini 3.1 Pro Preview?
Both Claude Mythos Preview and Gemini 3.1 Pro Preview expose multimodal input. 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 Gemini 3.1 Pro Preview?
Claude Mythos Preview is available on Anthropic and Microsoft Foundry. Gemini 3.1 Pro Preview is available on Google AI Studio, GCP Vertex AI, OpenRouter, and Replicate API. 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.