Devstral Small 2 vs MiMo-V2-Flash vs Seed 2.0 Lite
Seed 2.0 Lite comes out ahead, 73 to 67 and 61 on our weighted score, though Devstral Small 2 is 25% cheaper per token.
Mistral AIDevstral Small 2
67/100- ECI—
- Price$0.10 / $0.30
- Context262K
XiaomiMiMo-V2-Flash
61/100- ECI—
- Price$0.14 / $0.28
- Context262K
- Our pick
ByteDance SeedSeed 2.0 Lite
73/100- ECI—
- Price$0.089 / $0.534
- Context256K
Seed 2.0 Lite is our pick
Seed 2.0 Lite is the better all-round choice, scoring 73/100 against Devstral Small 2 (67) and MiMo-V2-Flash (61). It leads on inputs & features. Devstral Small 2 wins on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceDevstral Small 2Devstral Small 2 $0.15 · MiMo-V2-Flash $0.175 · Seed 2.0 Lite $0.20 per 1M tokens (3:1 blend)
- Longest contextDevstral Small 2 and MiMo-V2-FlashDevstral Small 2 262,144 · MiMo-V2-Flash 262,144 · Seed 2.0 Lite 256,000 tokens
- Widest inputsSeed 2.0 LiteDevstral Small 2: Text, Images · MiMo-V2-Flash: Text · Seed 2.0 Lite: Text, Images, Video
- Self-hostingDevstral Small 2 and MiMo-V2-FlashPublishes downloadable weights (Apache-2.0)
| Measure | Weight | Devstral Small 2 | MiMo-V2-Flash | Seed 2.0 Lite |
|---|---|---|---|---|
| Price | 50% | 89 | 86 | 83 |
| Inputs & features | 30% | 50 | 35 | 80 |
| Context window | 20% | 37 | 37 | 36 |
| Overall | 100% | 67/100 | 61/100 | 73/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Devstral Small 2Mistral AI | MiMo-V2-FlashXiaomi | Seed 2.0 LiteByteDance Seed |
|---|---|---|---|
| Capability | |||
| Capabilities Index (ECI) | — | — | — |
| ECI rank | — | — | — |
| Price per million tokens | |||
| Input | $0.10 | $0.14 | $0.089 (best) |
| Output | $0.30 | $0.28 (best) | $0.534 |
| Cached input | — | $0.0028 (best) | $0.018 |
| Blended (3:1) | $0.15 (best) | $0.175 | $0.20 |
| Long-context rate | Same rate | Same rate | Over 32K: $0.134 / $0.802 |
| Price source | Median of 1 providers | Official Xiaomi API | Official Volcengine Ark API |
| Limits | |||
| Context window | 262,144 tokens (best) | 262,144 tokens (best) | 256,000 tokens |
| Max output | 262,144 tokens (best) | 65,536 tokens | 32,000 tokens |
| Inputs and features | |||
| Text | Yes | Yes | Yes |
| Images | Yes | No | Yes |
| PDFs | No | No | No |
| Audio | No | No | No |
| Video | No | No | Yes |
| Reasoning | No | Yes | Yesminimal · low · medium · high · xhigh · max |
| Tool calling | Yes | Yes | Yes |
| Structured output | No | No | Yes |
| Availability | |||
| Weights | OpenApache-2.0 | Open | Proprietary |
| API model ID | — | mimo-v2-flash | doubao-seed-2-0-lite-260428 |
| API providers | 1 | 3 | 6 (best) |
| Released | Dec 9, 2025 | Dec 16, 2025 | Feb 14, 2026 |
| Knowledge cutoff | Dec 2025 | Dec 1, 2024 | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Devstral Small 2$1.60
- MiMo-V2-Flash$1.96
- Seed 2.0 Lite$1.96
Which should you choose?
Which is better: Devstral Small 2, MiMo-V2-Flash or Seed 2.0 Lite?
Seed 2.0 Lite is the better all-round choice, scoring 73/100 against Devstral Small 2 (67) and MiMo-V2-Flash (61). It leads on inputs & features. Devstral Small 2 wins on price. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Devstral Small 2, MiMo-V2-Flash or Seed 2.0 Lite?
Devstral Small 2 is cheaper at $0.10 input / $0.30 output per million tokens (median across 1 API provider). MiMo-V2-Flash costs $0.14 input / $0.28 output per million tokens (official Xiaomi API price); Seed 2.0 Lite costs $0.089 input / $0.534 output per million tokens (official Volcengine Ark API price). At a typical mix of three input tokens to one output token, that is $0.15 per million tokens for Devstral Small 2 versus $0.175 for MiMo-V2-Flash (1.2× as much) and $0.20 for Seed 2.0 Lite (1.3× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers all three models yet. Devstral Small 2 has not been scored yet, MiMo-V2-Flash has not been scored yet and Seed 2.0 Lite has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Devstral Small 2, MiMo-V2-Flash and Seed 2.0 Lite yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. All three support tool calling for agent workflows.
Which has the bigger context window?
Devstral Small 2 and MiMo-V2-Flash have the largest context windows (262,144 and 262,144 tokens), against 256,000 for Seed 2.0 Lite. Maximum output per response: Devstral Small 2 up to 262,144, MiMo-V2-Flash up to 65,536, Seed 2.0 Lite up to 32,000 tokens.
Which can read images, PDFs, audio or video?
Devstral Small 2 accepts text and images; MiMo-V2-Flash accepts text; Seed 2.0 Lite accepts text, images and video. Seed 2.0 Lite handles the widest range of inputs.
Are any of these open source?
Devstral Small 2 and MiMo-V2-Flash publishes its weights (Apache-2.0) and can be self-hosted; Seed 2.0 Lite is proprietary.
Which is newer?
Seed 2.0 Lite is the newest, released Feb 14, 2026. MiMo-V2-Flash came out Dec 16, 2025; Devstral Small 2 came out Dec 9, 2025. Knowledge cutoff: Devstral Small 2 Dec 2025, MiMo-V2-Flash Dec 1, 2024.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.
