MiniMax · budget
Is MiniMax M3 good?
MiniMax M3 places top-3 in 3 of 22 task areas we tested. It's strongest at data & analytics and weakest at summarization & meeting notes. It's a budget-friendly option ($1.5/1M tokens).
Strengths
Weak spots
How MiniMax M3 ranks, task by task
Rank is the position in each field; Rating is the absolute quality bar. A model can be rated "Excellent" yet sit mid-table when the whole field is strong — and vice-versa.
| Task area | Rank | Percentile | Rating |
|---|---|---|---|
| Data & Analytics | #1 of 107 |
|
Excellent |
| Sales | #2 of 107 |
|
Strong |
| Product & Project Management | #3 of 107 |
|
Excellent |
| Investor & Pitch | #9 of 63 |
|
Strong |
| Frontend & Landing Pages | #17 of 106 |
|
Needs editing |
| AI Strategy | #21 of 123 |
|
Strong |
| Landing Pages | #17 of 69 |
|
Strong |
| Presentations & Decks | #27 of 107 |
|
Excellent |
| Content & Brand | #34 of 121 |
|
Strong |
| Research & Competitive Analysis | #31 of 107 |
|
Strong |
| Legal & HR | #33 of 107 |
|
Excellent |
| Executive Assistant | #36 of 109 |
|
Strong |
| Coding | #41 of 112 |
|
Strong |
| Training & Education | #41 of 107 |
|
Excellent |
| Creative & Comedy | #53 of 107 |
|
Elo |
| Translation & Localization | #53 of 107 |
|
Excellent |
| Structured Output | #60 of 110 |
|
Strong |
| Chef / Home Cooking | #68 of 123 |
|
Usable |
| RAG, Safety & Grounding | #64 of 110 |
|
Excellent |
| Knowledge & Docs | #64 of 107 |
|
Usable |
| Customer Support | #74 of 110 |
|
Usable |
| Summarization & Meeting Notes | #74 of 107 |
|
Excellent |
Industry benchmarks
Standardized third-party scores, shown for context — these are independent of our real-task tests.
Headline vs. real-world
Source: Artificial Analysis (artificialanalysis.ai) via OpenRouter (openrouter.ai/rankings). (2026-07-02) · Source: Design Arena (www.designarena.ai) via OpenRouter (openrouter.ai/rankings). (2026-07-02)
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Frequently asked
Is MiniMax M3 any good?
MiniMax M3 places top-3 in 3 of 22 task areas we benchmarked. It performs best at Data & Analytics.
What is MiniMax M3 best at?
Its strongest task areas are Data & Analytics, Sales, Product & Project Management.
Is there a cheaper alternative to MiniMax M3?
DeepSeek V4 Pro is 13% cheaper and stays competitive on quality across our benchmarks.
How we test & rank
Each model is scored on real tasks across 22 task areas by an LLM judge with deterministic checks. "Percentile" is this model's standing within each area's field; the cross-area figures are rank-based so quality and Elo scores are never mixed.
This page is Spring Prompt, running
We just did this for every model. Do it for your prompt.
The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.
- Generate test cases from your prompt — no eval set required to start.
- Compare models side by side with quality, cost and latency in one matrix.
- Optimise the winner until the scores say it's ready to ship.
Prompt × model results
12 test cases · 3 evals