Kimi alternatives ranked by benchmark performance, cost, long-context support, and open-weight availability.
Kimi alternatives often come down to coding quality, output cost, and whether you need an open or proprietary deployment path. BenchLM ranks non-Moonshot replacements against Kimi K2.7 Code.
BenchLM uses Kimi K2.7 Code as the default current Kimi reference.
Direct answer
Ornith-1.0-397B is a strong Kimi alternative. It still posts a credible 70 score for general use work on BenchLM. Its blended token price is about 100% lower than Kimi K2.7 Code. It is also open-weight, so you can self-host or fine-tune it.
DeepReinforce AI · Open Weight · 256K context
Ornith-1.0-397B is a strong Kimi alternative. It still posts a credible 70 score for general use work on BenchLM. Its blended token price is about 100% lower than Kimi K2.7 Code. It is also open-weight, so you can self-host or fine-tune it.
BenchLM fit
80.1
Score vs ref
~0%
Token cost
100% cheaper
InternScience · Open Weight · 262K context
Agents-A1 is a strong Kimi alternative. It still posts a credible 67 score for general use work on BenchLM. Its blended token price is about 100% lower than Kimi K2.7 Code. It is also open-weight, so you can self-host or fine-tune it.
BenchLM fit
76.7
Score vs ref
~0%
Token cost
100% cheaper
Sakana AI · Proprietary · 1M context
Sakana Fugu-Ultra is a strong Kimi alternative. It still posts a credible 81 score for general use work on BenchLM. It adds a larger 1M context window than the tracked Kimi reference.
BenchLM fit
76.5
Score vs ref
0%
Token cost
Pricing unavailable
DeepSeek · Open Weight · 1M context
DeepSeek V4 Pro (Max) is a strong Kimi alternative. It still posts a credible 67 score for general use work on BenchLM. Its blended token price is about 75% lower than Kimi K2.7 Code. It is also open-weight, so you can self-host or fine-tune it.
BenchLM fit
76.3
Score vs ref
0%
Token cost
75% cheaper
Alibaba · Proprietary · 1M context
Qwen3.7 Max is a strong Kimi alternative. It still posts a credible 78 score for general use work on BenchLM. It adds a larger 1M context window than the tracked Kimi reference.
BenchLM fit
74.7
Score vs ref
0%
Token cost
Pricing unavailable
Poolside · Open Weight · 1M context
Laguna S 2.1 is a strong Kimi alternative. It still posts a credible 60 score for general use work on BenchLM. Its blended token price is about 94% lower than Kimi K2.7 Code. It is also open-weight, so you can self-host or fine-tune it.
BenchLM fit
73.8
Score vs ref
~0%
Token cost
94% cheaper
BenchLM does not treat an alternative query like a generic leaderboard. This page starts from the tracked Kimi K2.7 Code reference, then weights benchmark quality, token cost, context window, and deployment model to find realistic replacements.
That means a model can outrank the absolute leaderboard leader here if it stays close enough on benchmarks while being materially cheaper, more open, or better matched to the workflow implied by the query.
Change the goal, use case, or minimum context if this landing page is close but not exact.
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Ornith-1.0-397B is the current top pick on this page. It scores 70 in the selected BenchLM use-case weighting and 0% of Kimi K2.7 Code's benchmark profile, with 100% cheaper as the pricing summary.
Ornith-1.0-397B is the best low-cost candidate surfaced by this page. It ranks as a serious replacement while landing at 100% cheaper than the tracked Kimi K2.7 Code reference.
Yes. Ornith-1.0-397B is the strongest open-weight option on this page. BenchLM surfaces it because it combines self-hostable deployment with a 70 weighted score and 256K of context.
BenchLM uses Kimi K2.7 Code as the tracked Kimi reference here, then scores alternatives from benchmark performance first. Token cost, context window, and open-weight preference are used to break ties and surface better real-world replacements rather than just the raw leaderboard winner.