ZMIME
Comparison · 2 models · Updated Oct 4, 2026

MiMo-V2.5 vs Seed 2.1 Pro

MiMo-V2.5 comes out ahead, 79 to 50 on our weighted score, and it is the cheaper option too.

  1. Our pick

    Xiaomi

    MiMo-V2.5

    Released Apr 22, 2026

    79/100
    • ECI—
    • Price$0.14 / $0.28
    • Context1.05M
  2. ByteDance Seed

    Seed 2.1 Pro

    Released Jun 23, 2026

    50/100
    • ECI—
    • Price$0.891 / $4.45
    • Context256K
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    Make it a three-way comparison.

01 — Verdict

MiMo-V2.5 is our pick

MiMo-V2.5 is the better all-round choice, scoring 79/100 against Seed 2.1 Pro (50). It leads on price and context window. 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-V2.5MiMo-V2.5 $0.175 · Seed 2.1 Pro $1.78 per 1M tokens (3:1 blend)
  • Longest contextMiMo-V2.5MiMo-V2.5 1,048,576 · Seed 2.1 Pro 256,000 tokens
  • Widest inputsMiMo-V2.5MiMo-V2.5: Text, Images, Audio, Video · Seed 2.1 Pro: Text, Images, Video
  • Self-hostingMiMo-V2.5Publishes downloadable weights
How the score is built
MeasureWeightMiMo-V2.5Seed 2.1 Pro
Price50%8638
Inputs & features30%8080
Context window20%6136
Overall100%79/10050/100

Left out because at least one model lacks the data: capability. The remaining weights were rescaled.

02 — Side by side

Every spec in one table

Highlighted cells lead their row. Dashes mean the data is not published.

MiMo-V2.5 vs Seed 2.1 Pro specifications side by side
SpecificationMiMo-V2.5XiaomiSeed 2.1 ProByteDance Seed
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.14 (best)$0.891
Output$0.28 (best)$4.45
Cached input$0.0028 (best)$0.178
Blended (3:1)$0.175 (best)$1.78
Long-context rateSame rateSame rate
Price sourceOfficial Xiaomi APIOfficial Volcengine Ark API
Limits
Context window1,048,576 tokens (best)256,000 tokens
Max output131,072 tokens256,000 tokens (best)
Inputs and features
TextYesYes
ImagesYesYes
PDFsNoNo
AudioYesNo
VideoYesYes
ReasoningYesYesminimal · low · medium · high · xhigh · max
Tool callingYesYes
Structured outputNoYes
Availability
WeightsOpenProprietary
API model IDmimo-v2.5doubao-seed-2-1-pro-260628
API providers21 (best)2
ReleasedApr 22, 2026Jun 23, 2026
Knowledge cutoffDec 2024—
03 — Cost

What would a month cost?

Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.

  • MiMo-V2.5$1.96
  • Seed 2.1 Pro$17.81
04 — Questions

Which should you choose?

Which is better: MiMo-V2.5 or Seed 2.1 Pro?

MiMo-V2.5 is the better all-round choice, scoring 79/100 against Seed 2.1 Pro (50). It leads on price and context window. 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, MiMo-V2.5 or Seed 2.1 Pro?

MiMo-V2.5 is cheaper at $0.14 input / $0.28 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 $0.175 per million tokens for MiMo-V2.5 versus $1.78 for Seed 2.1 Pro (10× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. MiMo-V2.5 has not been scored yet and Seed 2.1 Pro has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for MiMo-V2.5 and Seed 2.1 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 has the largest context window at 1,048,576 tokens, against 256,000 for Seed 2.1 Pro. Maximum output per response: MiMo-V2.5 up to 131,072, Seed 2.1 Pro up to 256,000 tokens.

Which can read images, PDFs, audio or video?

MiMo-V2.5 accepts text, images, audio and video; Seed 2.1 Pro accepts text, images and video. MiMo-V2.5 handles the widest range of inputs.

Are any of these open source?

MiMo-V2.5 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 came out Apr 22, 2026. Knowledge cutoff: MiMo-V2.5 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.