ZMIME
Comparison · 2 models · Updated Oct 4, 2026

MiniMax-M2.5-highspeed vs Trinity Mini

Trinity Mini comes out ahead, 65 to 41 on our weighted score, and it is the cheaper option too.

  1. MiniMax

    MiniMax-M2.5-highspeed

    Released Feb 13, 2026

    41/100
    • ECI—
    • Price$0.60 / $2.40
    • Context205K
  2. Our pick

    Arcee AI

    Trinity Mini

    Released Dec 1, 2025

    65/100
    • ECI—
    • Price$0.045 / $0.15
    • Context131K
  3. Add a model

    Make it a three-way comparison.

01 — Verdict

Trinity Mini is our pick

Trinity Mini is the better all-round choice, scoring 65/100 against MiniMax-M2.5-highspeed (41). It leads on price. MiniMax-M2.5-highspeed wins on 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 priceTrinity MiniTrinity Mini $0.071 · MiniMax-M2.5-highspeed $1.05 per 1M tokens (3:1 blend)
  • Longest contextMiniMax-M2.5-highspeedMiniMax-M2.5-highspeed 204,800 · Trinity Mini 131,072 tokens
  • Widest inputsSame inputsMiniMax-M2.5-highspeed: Text · Trinity Mini: Text
  • Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
How the score is built
MeasureWeightMiniMax-M2.5-highspeedTrinity Mini
Price50%49100
Inputs & features30%3535
Context window20%3224
Overall100%41/10065/100

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.

MiniMax-M2.5-highspeed vs Trinity Mini specifications side by side
SpecificationMiniMax-M2.5-highspeedMiniMaxTrinity MiniArcee AI
Capability
Capabilities Index (ECI)——
ECI rank——
Price per million tokens
Input$0.60$0.045 (best)
Output$2.40$0.15 (best)
Cached input$0.06—
Blended (3:1)$1.05$0.071 (best)
Long-context rateSame rateSame rate
Price sourceOfficial MiniMax (minimax.io) APIMedian of 1 providers
Limits
Context window204,800 tokens (best)131,072 tokens
Max output131,072 tokens131,072 tokens
Inputs and features
TextYesYes
ImagesNoNo
PDFsNoNo
AudioNoNo
VideoNoNo
ReasoningYesYes
Tool callingYesYes
Structured outputNoNo
Availability
WeightsOpenOpenOpenMDW-1.1
API model IDMiniMax-M2.5-highspeed—
API providers7 (best)1
ReleasedFeb 13, 2026Dec 1, 2025
Knowledge cutoff——
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.

  • MiniMax-M2.5-highspeed$10.80
  • Trinity Mini$0.75
04 — Questions

Which should you choose?

Which is better: MiniMax-M2.5-highspeed or Trinity Mini?

Trinity Mini is the better all-round choice, scoring 65/100 against MiniMax-M2.5-highspeed (41). It leads on price. MiniMax-M2.5-highspeed wins on 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, MiniMax-M2.5-highspeed or Trinity Mini?

Trinity Mini is cheaper at $0.045 input / $0.15 output per million tokens (median across 1 API provider). MiniMax-M2.5-highspeed costs $0.60 input / $2.40 output per million tokens (official MiniMax (minimax.io) API price). At a typical mix of three input tokens to one output token, that is $0.071 per million tokens for Trinity Mini versus $1.05 for MiniMax-M2.5-highspeed (15× as much).

Which scores higher on benchmarks?

There is no independent benchmark that covers both models yet. MiniMax-M2.5-highspeed has not been scored yet and Trinity Mini has not been scored yet.

Which is better for coding?

There are no published SWE-bench Verified results for MiniMax-M2.5-highspeed and Trinity Mini 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?

MiniMax-M2.5-highspeed has the largest context window at 204,800 tokens, against 131,072 for Trinity Mini. Maximum output per response: MiniMax-M2.5-highspeed up to 131,072, Trinity Mini up to 131,072 tokens.

Which can read images, PDFs, audio or video?

MiniMax-M2.5-highspeed accepts text; Trinity Mini accepts text. They handle the same number of input types.

Are any of these open source?

Yes, both publish their weights (OpenMDW-1.1), so you can self-host them.

Which is newer?

MiniMax-M2.5-highspeed is the newest, released Feb 13, 2026. Trinity Mini came out Dec 1, 2025.

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.