Trinity Large Preview vs MiniMax-M2.5-highspeed
Too close to call on our weighted score (Trinity Large Preview 34, MiniMax-M2.5-highspeed 34). The right pick depends on what you value most.
Arcee AITrinity Large Preview
34/100- ECI—
- Price—
- Context524K
MiniMaxMiniMax-M2.5-highspeed
34/100- ECI—
- Price$0.60 / $2.40
- Context205K
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Make it a three-way comparison.
Too close to call
It is close. Our weighted score puts them within a point (Trinity Large Preview 34/100, MiniMax-M2.5-highspeed 34/100), so choose by what matters most for your work: MiniMax-M2.5-highspeed on price and Trinity Large Preview for long inputs. The score weighs inputs & features 60%, context window 40%. 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 priceMiniMax-M2.5-highspeedMiniMax-M2.5-highspeed $1.05 per 1M tokens (3:1 blend) · Trinity Large Preview unpriced
- Longest contextTrinity Large PreviewTrinity Large Preview 524,288 · MiniMax-M2.5-highspeed 204,800 tokens
- Widest inputsSame inputsTrinity Large Preview: Text · MiniMax-M2.5-highspeed: Text
- Self-hostingAll open weightsEvery model here can be downloaded and run on your own hardware
| Measure | Weight | Trinity Large Preview | MiniMax-M2.5-highspeed |
|---|---|---|---|
| Inputs & features | 60% | 25 | 35 |
| Context window | 40% | 49 | 32 |
| Overall | 100% | 34/100 | 34/100 |
Left out because at least one model lacks the data: capability and price. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Trinity Large PreviewArcee AI | MiniMax-M2.5-highspeedMiniMax |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | — | $0.60 |
| Output | — | $2.40 |
| Cached input | — | $0.06 |
| Blended (3:1) | — | $1.05 |
| Long-context rate | — | Same rate |
| Price source | — | Official MiniMax (minimax.io) API |
| Limits | ||
| Context window | 524,288 tokens (best) | 204,800 tokens |
| Max output | 262,144 tokens (best) | 131,072 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | No | Yes |
| Tool calling | Yes | Yes |
| Structured output | No | No |
| Availability | ||
| Weights | OpenOpenMDW-1.1 | Open |
| API model ID | — | MiniMax-M2.5-highspeed |
| API providers | 1 | 7 (best) |
| Released | Jan 27, 2026 | Feb 13, 2026 |
| Knowledge cutoff | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Trinity Large Preview—
- MiniMax-M2.5-highspeed$10.80
Which should you choose?
Which is better: Trinity Large Preview or MiniMax-M2.5-highspeed?
It is close. Our weighted score puts them within a point (Trinity Large Preview 34/100, MiniMax-M2.5-highspeed 34/100), so choose by what matters most for your work: MiniMax-M2.5-highspeed on price and Trinity Large Preview for long inputs. The score weighs inputs & features 60%, context window 40%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Trinity Large Preview or MiniMax-M2.5-highspeed?
MiniMax-M2.5-highspeed is cheaper at $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 $1.05 per million tokens for MiniMax-M2.5-highspeed versus . Trinity Large Preview has no published per-token price.
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Trinity Large Preview has not been scored yet and MiniMax-M2.5-highspeed has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Trinity Large Preview and MiniMax-M2.5-highspeed 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?
Trinity Large Preview has the largest context window at 524,288 tokens, against 204,800 for MiniMax-M2.5-highspeed. Maximum output per response: Trinity Large Preview up to 262,144, MiniMax-M2.5-highspeed up to 131,072 tokens.
Which can read images, PDFs, audio or video?
Trinity Large Preview accepts text; MiniMax-M2.5-highspeed 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 Large Preview came out Jan 27, 2026.
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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