The Known Good Updated 25 Jul 2026
MiniMax ·Proprietary ·Released June 2026·Tracked since 25 Jul 2026

MiniMax: MiniMax M3 — quality, speed & price analysis

Compare with another model Provider benchmarks Data sources
Quality
unranked
Known Good Index
Speed
#132 of 316
58.2
Output tokens per second
Price
#139 of 340
$0.53
Blended per 1M tokens
In $0.30 · Out $1.20
Cache hit price
#73 of 206
$0.060
per 1M tokens (−80%)
Context
#23 of 345
1.05M
tokens (~1,600 pages)
Summary

MiniMax: MiniMax M3 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, image, video input, outputs text, and supports a 1.05M-token context window.

Pricing is $0.30 per 1M input tokens (below the $2.18 average) and $1.20 per 1M output (below the $9.91 average). Cached input reads at $0.060 per 1M, a 80% discount on its input price. At 58 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, image, video
Output modalitytext
Context window1,048,576 tokens
Max output512,000 tokens
WeightsProprietary
Knowledge cutoff
Tool callingYes
Providers9 hosts · compare →
Highlights — where MiniMax: MiniMax M3 sits
Price

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

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Quality

How MiniMax: MiniMax M3 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 their publishers; we do not run these evaluations.

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💡 Reasoning models are indicated by a lightbulb
The Known Good

Quality Breakdown

MiniMax: MiniMax M3 on each evaluation feeding the index, against the tracked average

Evaluation scores

Bar = MiniMax: MiniMax M3 · grey marker = average across tracked models

None of the six index evaluations have published a score for this model yet.

The Known Good

Arena Elo

Human preference rating from blind pairwise votes

Text Arena

Elo from blind pairwise votes, ingested from Arena

1436
Elo · 95% CI ±5
#65
of 381 ranked models
28k
votes counted
1444
style-controlled (#64)

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 M3, with their own price and speed

9 providers
Full provider benchmarks →
ProviderInput $/MOutput $/M BlendedSpeedTTFTContext
Venice $0.30 $1.20 $0.53 111 1.2s 524k
AtlasCloud $0.30 $1.20 $0.53 93 1.3s 524k
Minimax · first party $0.30 $1.20 $0.53 68 1.1s 524k
DeepInfra $0.30 $1.20 $0.53 66 0.4s 524k
Parasail $0.30 $1.20 $0.53 56 0.7s 1.05M
Novita $0.30 $1.20 $0.53 50 1.7s 1.00M
Together $0.30 $1.20 $0.53 50 0.6s 524k
Morph $0.60 $2.40 $1.05 37 1.0s 256k
GMICloud $0.24 $0.96 $0.42 30 1.4s 1.05M

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 $0.53 per 1M · observed 25 Jul 2026
Output speed 58 tok/s · observed 25 Jul 2026
Time to first token 1.4s

No recorded changes for this model since tracking began.

The Known Good

Comparisons

Head-to-head pages pairing MiniMax: MiniMax M3 with other tracked models

Head-to-head pages are generated for the top 50 models by Known Good Index, which MiniMax: MiniMax M3 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 Elo — Arena Full attribution →