Seed 2.1 Pro vs MiMo-V2.5-Pro
MiMo-V2.5-Pro comes out ahead, 54 to 50 on our weighted score, and it is the cheaper option too.
ByteDance SeedSeed 2.1 Pro
50/100- ECI—
- Price$0.891 / $4.45
- Context256K
- Our pick
XiaomiMiMo-V2.5-Pro
54/100- ECI—
- Price$0.435 / $0.87
- Context1.05M
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Make it a three-way comparison.
MiMo-V2.5-Pro is our pick
MiMo-V2.5-Pro is the better all-round choice, scoring 54/100 against Seed 2.1 Pro (50). It leads on price and context window. Seed 2.1 Pro wins on inputs & features. 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 priceMiMo-V2.5-ProMiMo-V2.5-Pro $0.544 · Seed 2.1 Pro $1.78 per 1M tokens (3:1 blend)
- Longest contextMiMo-V2.5-ProMiMo-V2.5-Pro 1,048,576 · Seed 2.1 Pro 256,000 tokens
- Widest inputsSeed 2.1 ProSeed 2.1 Pro: Text, Images, Video · MiMo-V2.5-Pro: Text
- Self-hostingMiMo-V2.5-ProPublishes downloadable weights
| Measure | Weight | Seed 2.1 Pro | MiMo-V2.5-Pro |
|---|---|---|---|
| Price | 50% | 38 | 62 |
| Inputs & features | 30% | 80 | 35 |
| Context window | 20% | 36 | 61 |
| Overall | 100% | 50/100 | 54/100 |
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 | Seed 2.1 ProByteDance Seed | MiMo-V2.5-ProXiaomi |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.891 | $0.435 (best) |
| Output | $4.45 | $0.87 (best) |
| Cached input | $0.178 | $0.0036 (best) |
| Blended (3:1) | $1.78 | $0.544 (best) |
| Long-context rate | Same rate | Same rate |
| Price source | Official Volcengine Ark API | Official Xiaomi API |
| Limits | ||
| Context window | 256,000 tokens | 1,048,576 tokens (best) |
| Max output | 256,000 tokens (best) | 131,072 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | Yes | No |
| PDFs | No | No |
| Audio | No | No |
| Video | Yes | No |
| Reasoning | Yesminimal · low · medium · high · xhigh · max | Yes |
| Tool calling | Yes | Yes |
| Structured output | Yes | No |
| Availability | ||
| Weights | Proprietary | Open |
| API model ID | doubao-seed-2-1-pro-260628 | mimo-v2.5-pro |
| API providers | 2 | 20 (best) |
| Released | Jun 23, 2026 | Apr 22, 2026 |
| Knowledge cutoff | — | Dec 2024 |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Seed 2.1 Pro$17.81
- MiMo-V2.5-Pro$6.09
Which should you choose?
Which is better: Seed 2.1 Pro or MiMo-V2.5-Pro?
MiMo-V2.5-Pro is the better all-round choice, scoring 54/100 against Seed 2.1 Pro (50). It leads on price and context window. Seed 2.1 Pro wins on inputs & features. 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, Seed 2.1 Pro or MiMo-V2.5-Pro?
MiMo-V2.5-Pro is cheaper at $0.435 input / $0.87 output per million tokens (official Xiaomi API price). Seed 2.1 Pro costs $0.891 input / $4.45 output per million tokens (official Volcengine Ark API price). At a typical mix of three input tokens to one output token, that is $0.544 per million tokens for MiMo-V2.5-Pro versus $1.78 for Seed 2.1 Pro (3.3× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Seed 2.1 Pro has not been scored yet and MiMo-V2.5-Pro has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Seed 2.1 Pro and MiMo-V2.5-Pro yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
MiMo-V2.5-Pro has the largest context window at 1,048,576 tokens, against 256,000 for Seed 2.1 Pro. Maximum output per response: Seed 2.1 Pro up to 256,000, MiMo-V2.5-Pro up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Seed 2.1 Pro accepts text, images and video; MiMo-V2.5-Pro accepts text. Seed 2.1 Pro handles the widest range of inputs.
Are any of these open source?
MiMo-V2.5-Pro publishes its weights and can be self-hosted; Seed 2.1 Pro is proprietary.
Which is newer?
Seed 2.1 Pro is the newest, released Jun 23, 2026. MiMo-V2.5-Pro came out Apr 22, 2026. Knowledge cutoff: MiMo-V2.5-Pro Dec 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.
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