MiMo-V2.5 vs Stockmark 2 100B Instruct
MiMo-V2.5 (2026) and Stockmark 2 100B Instruct (2025) are frontier reasoning models from Xiaomi and Stockmark. MiMo-V2.5 ships a 1M-token context window, while Stockmark 2 100B Instruct ships a 32K-token context window. This comparison covers specs, pricing, API access, capabilities, benchmarks, input and output token costs, and production fit for coding and agent workloads. It focuses on practical selection signals rather than broad model-family marketing.
MiMo-V2.5 fits 33x more tokens; pick it for long-context work and Stockmark 2 100B Instruct for tighter calls.
Decision scorecard
Local evidence first| Signal | MiMo-V2.5 | Stockmark 2 100B Instruct |
|---|---|---|
| Best for | reasoning-heavy apps, multimodal apps, and tool-calling agents | general production evaluation |
| Decision fit | RAG, Agents, and Long context | General |
| Context window | 1M | 32K |
| Cheapest output | $0.28/1M tokens | - |
| Provider routes | 2 tracked | 1 tracked |
| Shared benchmarks | 0 shared | 0 shared |
Decision tradeoffs
- MiMo-V2.5 has the larger context window for long prompts, retrieval packs, or transcript analysis.
- MiMo-V2.5 has broader tracked provider coverage for fallback and route flexibility.
- MiMo-V2.5 uniquely exposes Vision, Multimodal, and Reasoning in local model data.
- Local decision data tags MiMo-V2.5 for RAG, Agents, and Long context.
- Use Stockmark 2 100B Instruct when your own prompt tests beat the comparison signals; the local data does not show a decisive standalone advantage yet.
Monthly cost at traffic
Estimate token spend from the cheapest tracked input and output route or tier on this page.
MiMo-V2.5
$182
Cheapest tracked route/tier: OpenRouter
Stockmark 2 100B Instruct
Unavailable
No complete token price in local provider data
Cost delta unavailable until both models have sourced input and output token prices.
Switch friction
- No overlapping tracked provider route is sourced for MiMo-V2.5 and Stockmark 2 100B Instruct; plan for SDK, billing, or endpoint changes.
- Check replacement coverage for Vision, Multimodal, and Reasoning before moving production traffic.
- No overlapping tracked provider route is sourced for Stockmark 2 100B Instruct and MiMo-V2.5; plan for SDK, billing, or endpoint changes.
- MiMo-V2.5 adds Vision, Multimodal, and Reasoning in local capability data.
Specs
| Specification | ||
|---|---|---|
| Released | 2026-04-22 | 2025-06-01 |
| Context window | 1M | 32K |
| Parameters | — | 100B |
| Architecture | - | Decoder Only |
| License | Proprietary | MITOSI-approved |
| Openness | Proprietary | Open source |
| Weights | Not released | Unknown |
| Code | Unknown | Unknown |
| Commercial use | Restricted | Permitted |
| Knowledge cutoff | - | - |
Pricing and availability
| Pricing attribute | MiMo-V2.5 | Stockmark 2 100B Instruct |
|---|---|---|
| Input price | $0.14/1M tokens | - |
| Output price | $0.28/1M tokens | - |
| Providers |
Capabilities
| Capability | MiMo-V2.5 | Stockmark 2 100B Instruct |
|---|---|---|
| Vision | Yes | No |
| Multimodal | Yes | No |
| Reasoning | Yes | No |
| JSON / Tool use | Yes | No |
| Structured outputs | Yes | No |
| Code execution | No | No |
| IDE integration | No | No |
| Computer use | No | No |
| Parallel agents | No | No |
Benchmarks
No shared benchmark scores are currently available for this pair.
Deep dive
The capability footprint differs most on vision: MiMo-V2.5, multimodal input: MiMo-V2.5, reasoning mode: MiMo-V2.5, JSON / Tool use: MiMo-V2.5, JSON / Tool use: MiMo-V2.5, and structured outputs: MiMo-V2.5. Both models share the core language-model surface, 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: MiMo-V2.5 has $0.14/1M input tokens and Stockmark 2 100B Instruct has no token price listed. Provider availability is 2 listed routes versus 1. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.
Choose MiMo-V2.5 when reasoning depth, larger context windows, and broader provider choice are central to the workload. Choose Stockmark 2 100B Instruct 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, MiMo-V2.5 or Stockmark 2 100B Instruct?
MiMo-V2.5 supports 1M tokens, while Stockmark 2 100B Instruct supports 32K tokens. That gap matters most for long documents, large codebases, retrieval-heavy agents, and conversations where earlier context must remain visible.
Is MiMo-V2.5 or Stockmark 2 100B Instruct open source?
MiMo-V2.5 is listed under Proprietary. Stockmark 2 100B Instruct is listed under MIT. 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, MiMo-V2.5 or Stockmark 2 100B Instruct?
MiMo-V2.5 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. Use this as a quick comparison signal, then confirm the provider-specific limits before committing to production.
Which is better for multimodal input, MiMo-V2.5 or Stockmark 2 100B Instruct?
MiMo-V2.5 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, MiMo-V2.5 or Stockmark 2 100B Instruct?
MiMo-V2.5 has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.
Where can I run MiMo-V2.5 and Stockmark 2 100B Instruct?
MiMo-V2.5 is available on OpenRouter and Xiaomi. Stockmark 2 100B Instruct is available on NVIDIA NIM. 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.
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Last reviewed: 2026-10-29. Data sourced from public model cards and provider documentation.