The Known Good Updated 25 Jul 2026
MiniMax ·Open weights (unrestricted) ·Released February 2026·Tracked since 25 Jul 2026

MiniMax: MiniMax M2.5 — quality, speed & price analysis

Compare with another model Provider benchmarks Data sources
Quality
unranked
Known Good Index
Speed
#108 of 316
66.8
Output tokens per second
Price
#101 of 340
$0.34
Blended per 1M tokens
In $0.15 · Out $0.90
Cache hit price
#64 of 206
$0.050
per 1M tokens (−67%)
Context
#188 of 345
205k
tokens (~300 pages)
Summary

MiniMax: MiniMax M2.5 does not yet carry a Known Good Index score — the index needs at least one science, one mathematics and one coding result. It accepts text input, outputs text, and supports a 205k-token context window.

Pricing is $0.15 per 1M input tokens (below the $2.18 average) and $0.90 per 1M output (below the $9.91 average). Cached input reads at $0.050 per 1M, a 67% discount on its input price. At 67 tokens per second it sits in the upper middle of the tracked range.

Generated from tracked data on 25 Jul 2026 · how these comparisons are computed →

Technical specifications
ReasoningYes
Input modalitytext
Output modalitytext
Context window204,800 tokens
Max output196,608 tokens
WeightsOpen weights · Open weights (unrestricted)
Knowledge cutoff
Tool callingYes
Providers14 hosts · compare →
Highlights — where MiniMax: MiniMax M2.5 sits
Price

Blended USD per 1M tokens · Lower is better · Published pricing via OpenRouter

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Quality

How MiniMax: MiniMax M2.5 compares against every tracked model

Known Good IndexCoding IndexCapability indicesBy open weights
Known Good Index

Composite of GPQA Diamond, MATH / AIME, SWE-bench Verified, LiveBench, Humanity's Last Exam and Terminal-Bench, normalised 0–100. Scores are ingested from Epoch AI; we do not run these evaluations.

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💡 Reasoning models are indicated by a lightbulb
The Known Good

Quality Breakdown

MiniMax: MiniMax M2.5 on each evaluation feeding the index, against the tracked average

Evaluation scores

Bar = MiniMax: MiniMax M2.5 · grey marker = average across tracked models · scores ingested from Epoch AI

Terminal-Bench43 / 45
The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Text Arena

Elo from blind pairwise votes, ingested from Arena

1359
Elo · 95% CI ±4
#163
of 381 ranked models
41k
votes counted
1390
style-controlled (#141)

Ingested 25 Jul 2026.

The Known Good

Price & Cost

Published API pricing by token type

BlendedInput vs outputCache discountQuality per dollar
Blended Price

USD per 1M tokens at a 3:1 input:output blend. Live from OpenRouter, cross-checked against models.dev. Lower is better.

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The Known Good
We publish blended price rather than cost-per-task. Cost-per-task requires token counts from an evaluation suite we do not run. Blended price is computed from published rates and is fully reproducible — see the pricing methodology.

Context Window

Maximum input tokens accepted

Context windowMax output tokens
Context Window

Maximum input context from provider metadata via models.dev and OpenRouter. Higher is better.

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The Known Good

Speed

Median output throughput across hosting providers

Output speedBy provider
Output Speed

Median output tokens per second across all tracked providers. Derived from OpenRouter endpoint telemetry. Higher is better.

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The Known Good

Latency

Time to first token, median across providers

Time to first tokenEnd-to-end response
Latency (TTFT)

Seconds to first streamed chunk, median across tracked providers. Derived from OpenRouter endpoint telemetry. Lower is better.

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The Known Good

Providers

Hosts serving MiniMax: MiniMax M2.5, with their own price and speed

14 providers
Full provider benchmarks →
ProviderInput $/MOutput $/M BlendedSpeedTTFTContext
Mara $0.24 $0.96 $0.42 226 0.5s 197k
Friendli $0.30 $1.20 $0.53 138 0.3s 197k
Parasail $0.30 $1.20 $0.53 95 0.6s 197k
Venice $0.27 $0.95 $0.44 87 2.8s 198k
CoreWeave $0.30 $1.20 $0.53 82 0.4s 197k
StreamLake $0.27 $1.08 $0.47 72 0.8s 200k
DigitalOcean $0.23 $0.90 $0.39 69 0.4s 66k
Inceptron $0.15 $0.90 $0.34 55 0.7s 197k
Minimax · first party $0.30 $1.20 $0.53 52 1.1s 205k
SiliconFlow $0.30 $1.20 $0.53 48 1.0s 197k
AtlasCloud $0.29 $1.20 $0.52 46 1.0s 197k
Novita $0.30 $1.20 $0.53 37 1.3s 205k
Chutes $0.15 $1.20 $0.41 30 1.3s 197k
Phala $0.20 $1.38 $0.49 29 1.5s 197k

Per-host pricing and telemetry from OpenRouter. Speed is output tokens per second; TTFT is time to first token.

The Known Good

History

How price and quality have moved since we began tracking this model

Quality & price over time

Since 25 Jul 2026

Known Good Index
Blended price $0.34 per 1M · observed 25 Jul 2026
Output speed 67 tok/s · observed 25 Jul 2026
Time to first token 1.1s

No recorded changes for this model since tracking began.

The Known Good

Comparisons

Head-to-head pages pairing MiniMax: MiniMax M2.5 with other tracked models

Head-to-head pages are generated for the top 50 models by Known Good Index, which MiniMax: MiniMax M2.5 is not currently in. Its nearest tracked models by index are below.

Browse all comparisons →
Sources for this page
Pricing & providers — OpenRouter Metadata — models.dev Benchmarks — Epoch AI (CC-BY 4.0)Elo — Arena Full attribution →