DeepSWE
No official DeepSWE mini-swe-agent row for this identity on the public board we fetched.
Open weights at moonshotai/Kimi-K2.7-Code. Catalog $0.71 / $3.50, cache read $0.15 /M, 262k / 262k, created unix 1781266361 (12 Jun 2026).
Kimi K3 is the ranking-week Moonshot card and the hosted id.
Use K2.7 Code when you want this official coding checkpoint. AA Intelligence Index 43. We do not invent a DeepSWE percent. Hub API 19 Aug 2026: 1,363 likes, 535,189 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.
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. Hosted Kimi is kimi-k3.
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: $0.71 / $3.50, cache read $0.15 /M. AA prints $0.95 / $4.00, 37 tok/s, $544.58 Index eval. Cite both. No DeepSWE $/task.
Artificial Analysis Intelligence Index 43, fetched 19 Aug 2026. Same page: 37 tok/s; $544.58 Index eval. AA $0.95 / $4.00 vs OR $0.71 / $3.50.
| Claim | Source | As of |
|---|---|---|
| OR catalog $0.71 / $3.50, cache $0.15, 262k, created 1781266361 | OpenRouter catalog | 2026-08-19 |
| AA Index 43; $0.95 / $4.00; 37 tok/s; $544.58 Index eval | Artificial Analysis Kimi K2.7 Code | 2026-08-19 |
| HF likes 1,363; downloads 535,189; usedStorage 595,204,651,032; safetensors.total 1,026,879,376,368; created 2026-06-11T07:51:47Z | Hugging Face API | 2026-08-19 |
| OpenRouter id moonshotai/kimi-k2.7-code, context 262,144 | OpenRouter /api/v1/models | 2026-08-19 |
| HF downloads 535,189 | Hugging Face API moonshotai/Kimi-K2.7-Code | 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 Moonshot's model family with Kimi K2.6.
No. K3 is moonshotai/kimi-k3. This is moonshotai/kimi-k2.7-code, a separate live SKU with its own AA 43.
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 moonshotai/kimi-k2.7-code.