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Kimi K2.7 Code
▲ HOT◆ OPEN
by Moonshot
OPEN WEIGHTSLOCALAPILONG CONTEXTPAIDREASONING
RANKED #7 OF 20 CODE · OVERALL #247 OF 493 RANKED · VIBE SCORE 6.2 · 312 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts...
HAPPY9.4
22 mentions
SAD5.6
26 mentions
VIBE TRAJECTORY
26 weeks · 356 voices in this window
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
HOW TO USE IT
Open weights. You can use a hosted service, or download it and run it yourself, free.
- CHAT APPKimiFree, no code needed
- OFFICIAL APIMoonshot PlatformOfficial API, pay per use
- API GATEWAYOpenRouterOne key, pay-as-you-go, no subscriptions
- API GATEWAYAzure AI FoundryHosted API access
- RUN LOCALLYOllamaOne command, free on your own machine
- DOWNLOAD WEIGHTSHugging FaceFree download, run it anywhere
FROM THE MODEL CARD
Official published numbers, not a street-price estimate.
- PARAMETERS
- 1T total / 32B active
- CONTEXT
- 256K
- WEIGHTS
- native INT4, ~595 GB
- DEPLOY
- 1 node of 8x H200 (TP8) via vLLM/SGLang; KTransformers for CPU+GPU hybrid
- LICENSE
- Modified MIT
RUN IT ON YOUR OWN MACHINE
Open weights: download Kimi K2.7 Code once and it's yours. No subscription, no rate limits, works offline.
- FULL POWER
Enterprise server node with 8x NVIDIA H100 80GB SXM5 GPUs
640 GB VRAM
~$280,000 NEWNative INT4 / NVFP4 precision with full 262k context window and high throughput
LEARN HOW TO SET IT UP
WILL MY BOX RUN KIMI K2.7 CODE?
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
WHAT CAN YOU ACTUALLY DO WITH IT?
Everyday jobs on each of those rigs: how long Kimi K2.7 Code takes, and how good the crowd says it is at that kind of work.
| THE JOB | FULL POWEREnterprise server node with 8x NVIDIA H100 80GB SXM5 GPUs |
|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~3 S★★★★★ |
| Summarize a documenta long report boiled down to the points that matter | ~8 S★★★★★ |
| Build a websitea small landing page, markup and styles together | ~44 S★★★★★ |
| Build a backendan API with routes, storage and tests | ~2.3 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~83 S★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
WHAT THE INTERNET SAYS
People generally like Kimi K2.7 Code, with some gripes. Biggest praise: help with code.
294 POSTS · 18 COMMENTS · HACKER NEWS · BLUESKY · DEV.TO · GITHUB · REDDIT · X · BLOG
PEOPLE LOVE
- Popular for coding help (3 mentions)
PEOPLE COMPLAIN ABOUT
- Coding help disappoints some people (2 mentions)
TOPIC BY TOPIC
- Help with codeMOSTLY POSITIVE
3 thumbs up · 2 thumbs down
LOOKING FOR AN ALTERNATIVE?
Checked picks first: tags say why you would switch, stars say how fully each one stands in for Kimi K2.7 Code.
Gemini 3.7 Flash
Qwen3.8 27B
Grok Code> SOURCES (12)
- HACKER NEWS · 2026-06-12 · 463 UPVOTESKimi K2.7-Code: open-source coding model with better token efficiency
Kimi K2.7-Code: open-source coding model with better token efficiency
- HACKER NEWS · 2026-07-02 · 417 UPVOTESKimi K2.7 Code is generally available in GitHub Copilot
Kimi K2.7 Code is generally available in GitHub Copilot
- REDDIT · 2026-07-01 · 263 UPVOTESKimi K2.7 Code is generally available in GitHub Copilot
Kimi K2.7 Code is generally available in GitHub Copilot
- REDDIT · 2026-06-15 · 202 UPVOTESRun Kimi 2.7 Code Guide!
Run Kimi 2.7 Code Guide!
- REDDIT · 2026-06-14 · 133 UPVOTESKimi-K2.7-Code preliminary GGUFs
Kimi-K2.7-Code preliminary GGUFs
- REDDIT · 2026-07-22 · 41 UPVOTESVRAM disk cache of MoE makes 340 pp/s 9.6 tg/s for Kimi 2.7 on a single dgx spark
VRAM disk cache of MoE makes 340 pp/s 9.6 tg/s for Kimi 2.7 on a single dgx spark
- REDDIT · 2026-06-12 · 36 UPVOTESmoonshotai/Kimi-K2.7-Code · Hugging Face
moonshotai/Kimi-K2.7-Code · Hugging Face
- BLOG · 2026-06-28 · 32 UPVOTESLatest open artifacts (#22): Zyphra, Cohere, and Poolside are expanding the breadth of the ecosystem
A trend we continue to see in open model releases is that the ecosystem is becoming more diverse, with an increasing number of organizations releasing a wide range of models. A year ago, open artifacts and the open model landscape more broadly were dominated…
- REDDIT · 2026-06-12 · 28 UPVOTESQuick runs with Kimi K2.7 Code
Quick runs with Kimi K2.7 Code
- REDDIT · 2026-07-10 · 28 UPVOTESComment in r/GithubCopilot
Comment in r/GithubCopilot
- X · 2026-08-15 · 24 UPVOTEStop 10 free ai api providers i found this week. all in one place. 10 providers. $0 not clickbait. not engagement farming
top 10 free ai api providers i found this week. all in one place. 10 providers. $0 not clickbait. not engagement farming
- REDDIT · 2026-08-10 · 21 UPVOTESUsable budget-friendly models in Copilot? Why is usage so bad in Copilot?
Usable budget-friendly models in Copilot? Why is usage so bad in Copilot?