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Comparison · 2 models · Updated Nov 2, 2026

MiMo-V2-Pro vs Macaron V1 Venti

Too close to call on our weighted score (Macaron V1 Venti 44, MiMo-V2-Pro 42). The right pick depends on what you value most.

  1. Xiaomi

    MiMo-V2-Pro

    Released Mar 18, 2026

    42/100
    • ECI—
    • Price$1.00 / $3.00
    • Context1.05M
  2. Mindlab

    Macaron V1 Venti

    Released Jul 21, 2026

    44/100
    • ECI—
    • Price$0.825 / $2.48
    • Context1.05M
  3. Add a model

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01 — Verdict

Too close to call

It is close. Our weighted score puts them within 2 points (Macaron V1 Venti 44/100, MiMo-V2-Pro 42/100), so choose by what matters most for your work: Macaron V1 Venti 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 priceMacaron V1 VentiMacaron V1 Venti $1.24 · MiMo-V2-Pro $1.50 per 1M tokens (3:1 blend)
  • Longest contextAbout the sameMiMo-V2-Pro 1,048,576 · Macaron V1 Venti 1,048,576 tokens
  • Widest inputsSame inputsMiMo-V2-Pro: Text · Macaron V1 Venti: Text
  • Self-hostingMacaron V1 VentiPublishes downloadable weights (MIT)
How the score is built
MeasureWeightMiMo-V2-ProMacaron V1 Venti
Price50%4044
Inputs & features30%3535
Context window20%6161
Overall100%42/10044/100

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-Pro vs Macaron V1 Venti specifications side by side
SpecificationMiMo-V2-ProXiaomiMacaron V1 VentiMindlab
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$1.00$0.825 (best)
Output$3.00$2.48 (best)
Cached input——
Blended (3:1)$1.50$1.24 (best)
Long-context rateSame rateSame rate
Price sourceMedian of 1 providersMedian of 1 providers
Limits
Context window1,048,576 tokens1,048,576 tokens
Max output131,072 tokens131,072 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYesYes
Tool callingYesYes
Structured outputNoNo
Availability
WeightsProprietaryOpenMIT
API model ID——
API providers2 (best)1
ReleasedMar 18, 2026Jul 21, 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-Pro$16.00
  • Macaron V1 Venti$13.20
04 — Questions

Which should you choose?

Which is better: MiMo-V2-Pro or Macaron V1 Venti?

It is close. Our weighted score puts them within 2 points (Macaron V1 Venti 44/100, MiMo-V2-Pro 42/100), so choose by what matters most for your work: Macaron V1 Venti 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, MiMo-V2-Pro or Macaron V1 Venti?

Macaron V1 Venti is cheaper at $0.825 input / $2.48 output per million tokens (median across 1 API provider). MiMo-V2-Pro costs $1.00 input / $3.00 output per million tokens (median across 1 API provider). At a typical mix of three input tokens to one output token, that is $1.24 per million tokens for Macaron V1 Venti versus $1.50 for MiMo-V2-Pro (1.2× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. MiMo-V2-Pro has not been scored yet and Macaron V1 Venti has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for MiMo-V2-Pro and Macaron V1 Venti 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-Pro and Macaron V1 Venti share the same 1,048,576-token context window. Maximum output per response: MiMo-V2-Pro up to 131,072, Macaron V1 Venti up to 131,072 tokens.

Which can read images, PDFs, audio or video?

MiMo-V2-Pro accepts text; Macaron V1 Venti accepts text. They handle the same number of input types.

Are any of these open source?

Macaron V1 Venti publishes its weights (MIT) and can be self-hosted; MiMo-V2-Pro is proprietary.

Which is newer?

Macaron V1 Venti is the newest, released Jul 21, 2026. MiMo-V2-Pro came out Mar 18, 2026. Knowledge cutoff: MiMo-V2-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 Nov 2, 2026.