DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
Open weights at MiniMaxAI/MiniMax-M2.7. Catalog $0.30 / $1.20, cache read $0.06 /M, 204,800 / 131,072, created unix 1773836697 (18 Mar 2026).
M3 is the ranking-week MiniMax card (AA 45 on that page).
Use M2.7 when you want this official previous checkpoint. AA Intelligence Index 39. We do not invent a DeepSWE percent. Hub API 19 Aug 2026: 1,241 likes, 875,932 downloads.
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
We did not open a vals.ai card for this identity. Chip omitted.
Ranked view: Best coding models: the independent leaderboard puts this row and every other card that carries an independent coding score on one board, with the confidence intervals left visible.
Copied from AA or vals HTML we opened. 0.0% placeholder bars are omitted. Do not average these into the hero tiles, and do not invent CI, $/task, or steps for Artificial Analysis.
| Bench | Printed | Note | Source | URL | As of |
|---|---|---|---|---|---|
| AA throughput | 62 tok/s | Printed Speed row. | Artificial Analysis MiniMax M2.7 | source | 2026-08-19 |
Plus is $25/mo with $25 weekly hosted usage. The Mac app stays free with your own keys. Get Plus is not Download for Mac.
Community quants: Community quants are community.
This is the model repo, not Download for Mac. Downloads and likes from the Hugging Face API on 2026-08-19.
Not listed as a Continuum hosted id. OpenRouter minimax/minimax-m2.7.
We list first-party and OpenRouter, plus Continuum only when the live public allowlist named the id. This is not a 15-host routing table.
OpenRouter catalog 19 Aug 2026: $0.30 / $1.20, cache read $0.06 /M. AA 39 page: 62 tok/s, $142.70 Index eval. No DeepSWE $/task.
Artificial Analysis Intelligence Index 39, fetched 19 Aug 2026. Same page: 62 tok/s; $142.70 Index eval.
| Claim | Source | As of |
|---|---|---|
| OR catalog $0.30 / $1.20, cache $0.06, 204,800 / 131,072, created 1773836697 | OpenRouter catalog | 2026-08-19 |
| AA Index 39; 62 tok/s; $142.70 Index eval | Artificial Analysis MiniMax M2.7 | 2026-08-19 |
| HF likes 1,241; downloads 875,932; usedStorage 230,142,259,486; safetensors.total 228,689,764,864; created 2026-04-09T03:37:12Z | Hugging Face API | 2026-08-19 |
| OpenRouter id minimax/minimax-m2.7, context 204,800 | OpenRouter /api/v1/models | 2026-08-19 |
| HF downloads 875,932 | Hugging Face API MiniMaxAI/MiniMax-M2.7 | 2026-08-19 |
No other card in this cluster shares a published DeepSWE official row we can put next to this one. We will not compare on vendor-blog numbers.
Continue through MiniMax's model family with MiniMax M2.5.
On the 19 Aug catalog M2.7 is $0.30 / $1.20 and M3 is $0.28 / $1.20. Input is not cheaper.
Lab posts pick a harness, an effort, a split, and sometimes a private eval set. DeepSWE publishes the official mini-swe-agent row with cost, tokens, and steps. Scale SWE-bench Pro only counts when the public shared-harness board has a row we can fetch. A higher lab number is usually a different test, not a better one.
No Continuum hosted id is verified for this model, so this page does not invent a curl target. Use the first-party API or the OpenRouter slug minimax/minimax-m2.7.