OverpayingForAIPricing desk

Rewrite · 4 checks · max 400 tokens · benched 2026-09-16

MiniMax M3 vs MiniMax M2.7 vs MiniMax M2.5 on product update to a 280-character post

Minimax models side by side on "Product update to a 280-character post": MiniMax M3 scores 9/10; MiniMax M3 is the cheapest answer scoring 8+ at $0.36 per 1,000 runs. Outputs, checks, judge reasons, latency and cost.

The prompt every model received

User

Turn this update into a single social media post of at most 280 characters. It must mention "v2.0" and end with the hashtag #OpenSource. Output only the post.

Update: Version 2.0 of our command-line tool is out. It is three times faster on large repositories, adds a built-in diff viewer, and is now licensed under MIT so anyone can contribute.

Rubric for the judge: Punchy post under 280 characters that mentions v2.0, the speed gain, the diff viewer and MIT, ending with #OpenSource.

Side by side

Every cell is one OpenRouter call at temperature 0 with the prompt's token cap and reasoning effort "low" where the model supports it. Cost is usage × the catalogue rate in models.json. Quality is one judge call to anthropic/claude-haiku-4.5 against the prompt's rubric, cached per prompt version.

MiniMax M3

minimax/minimax-m3

9/10
top judge scorecheapest scoring 8+
Latency
1.6s
Cost
$0.00036
Per 1,000
$0.36

257 in · 258 out (220 reasoning) · 24 words · checks 4/4

  • max_chars
  • contains
  • regex
  • contains
Just released v2.0 of our CLI tool! 🚀 3x faster on large repos, built-in diff viewer, and now MIT licensed for community contributions. #OpenSource

Judge: Post is 127 characters, mentions v2.0, speed gain, diff viewer, MIT licensing, and ends with #OpenSource as required; only minor issue is not explicitly stating 'anyone can contribute' though 'community contributions' implies this.

MiniMax M2.7

minimax/minimax-m2.7

9/10
Latency
2.2s
Cost
$0.00136
Per 1,000
$1.36

122 in · 1106 out (851 reasoning) · 27 words · checks 4/4

  • max_chars
  • contains
  • regex
  • contains
🚀 v2.0 of our CLI tool is here! ⚡ 3× faster on large repos, new built‑in diff viewer, and now MIT licensed—join the community and contribute. #OpenSource

Judge: Post is 269 characters, mentions v2.0, speed gain, diff viewer, and MIT licensing, ends with #OpenSource as required; only minor issue is slight emphasis on 'community' rather than explicitly stating 'anyone can contribute' from original.

MiniMax M2.5

minimax/minimax-m2.5

9/10
Latency
1.9s
Cost
$0.00092
Per 1,000
$0.92

122 in · 817 out (780 reasoning) · 21 words · checks 4/4

  • max_chars
  • contains
  • regex
  • contains
Check out v2.0 of our CLI tool: 3× faster on large repos, built‑in diff viewer, now MIT‑licensed for easy contributions. #OpenSource

Judge: Post is 118 characters, mentions v2.0, speed gain, diff viewer, MIT licensing, and ends with #OpenSource as required; only minor issue is 'CLI tool' could be more specific but still clearly communicates the update.

Frequently asked

What does this prompt test?

Rewrite: Punchy post under 280 characters that mentions v2.0, the speed gain, the diff viewer and MIT, ending with #OpenSource. The deterministic checks are max_chars, contains, regex, contains.

Which model should I pick for this task?

If the judge's bar of 8/10 is good enough for you, MiniMax M3 at $0.36 per 1,000 runs. If you need the top score, MiniMax M3 at $0.36 per 1,000 runs.

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