Kimi K2.7 Code vs GPT-5.6 Luna

At a Glance

Compare
Kimi K2.7 CodeMoonshot AI
Intelligence, Cost, and Efficiency
IntelligenceHigher is better · MM Intelligence v2.5UnrankedNot in the 46-model eligible cohort#31 of 4652.7 score · 3/3 sources · complete
CostLower is better · Published-token output estimate#9 of 44$0.042 per LiveBench case#6 of 44$0.026 per LiveBench case
EfficiencyHigher is better · MM Efficiency v1.5UnrankedNot in the 38-model eligible cohort#4 of 3864.8 score · 3/3 sources · complete
Pricing and Limits
Input priceFrom · USD / 1M tokens$0.68Deepinfra · Sep 22, 2026$0.20Openai · Sep 3, 2026
Output priceFrom · USD / 1M tokens$3.21Openrouter · Sep 22, 2026$1.20Openai · Sep 3, 2026
Context windowMaximum documented tokens262K1,050K
Model facts checkedSep 3, 2026View model evidence →Aug 28, 2026View model evidence →

Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →

Available Benchmarks

All benchmark results →
BenchmarkKimi K2.7 CodeGPT-5.6 Luna
LiveBench2026-06-25 · overall · leader71.4593% of row best · percent · kimi-k2.7-code · 13,007 output tokens / case77.05100% of row best · percent · gpt-5.6-luna-max · 21,799 output tokens / case
Overall ResultCounted from the protocol-matched rows above0 benchmark winsNo overall winner1 benchmark winNo overall winner

Third-party benchmark Only like-for-like primary-publisher results are shown; raw scores, relative scores, configuration, and token spend remain visible.

Side-by-Side Facts

FieldKimi K2.7 CodeGPT-5.6 Luna
DeveloperMoonshot AIOpenAI
FamilyKimi K2 7Gpt 5 6
ModelKimi K2.7 CodeGPT-5.6 Luna
VersionKimi K2.7 CodeGPT-5.6 Luna
Lifecycleactiveactive
Released2026-06-11Unknown
Knowledge cutoffUnknown2026-02-16
Input modalitiesText, Image, VideoText, Image
Output modalitiesTextText
Context window262K1,050K
Total parameters1TUnknown
Active parameters32BUnknown
Licensemodified-mitUnknown
Open weightsYesNo
API availableYesYes
Self-hostableYesNo
Provider accessDeepinfra (Standard), Fireworks Ai (Standard), Openrouter (Standard), Together Ai (Standard)Openai (Standard), Openrouter (Standard)
Capabilitiesagents, chat, coding, reasoning, tools, visionchat, generation, reasoning, tools

Kimi K2.7 Code Capabilities

agentschatcodingreasoningtoolsvision
Serving providers4
Canonical IDmoonshotai/Kimi-K2.7-Code

GPT-5.6 Luna Capabilities

chatgenerationreasoningtools
Serving providers2
Canonical IDopenai/gpt-5.6-luna

Primary Evidence

Sources and Freshness

Questions

Kimi K2.7 Code vs GPT-5.6 Luna FAQs

Is Kimi K2.7 Code or GPT-5.6 Luna better for coding?+

This comparison does not currently contain a protocol-matched coding benchmark for both Kimi K2.7 Code and GPT-5.6 Luna, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.

Which is cheaper, Kimi K2.7 Code or GPT-5.6 Luna?+

Kimi K2.7 Code is $0.68 and GPT-5.6 Luna is $0.20 per million tokens, so GPT-5.6 Luna is cheaper on this metric. Kimi K2.7 Code is $3.21 and GPT-5.6 Luna is $1.20 per million tokens, so GPT-5.6 Luna is cheaper on this metric.

Which has a larger context window, Kimi K2.7 Code or GPT-5.6 Luna?+

GPT-5.6 Luna has the larger sourced context window. Kimi K2.7 Code supports 262K and GPT-5.6 Luna supports 1,050K.

Which performs better in benchmarks, Kimi K2.7 Code or GPT-5.6 Luna?+

There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.

Can Kimi K2.7 Code or GPT-5.6 Luna be self-hosted?+

Kimi K2.7 Code is the only model in this pair currently marked as self-hostable. Kimi K2.7 Code is open weight; GPT-5.6 Luna is not marked open weight.

Can Kimi K2.7 Code and GPT-5.6 Luna understand images?+

Kimi K2.7 Code is documented with image input; GPT-5.6 Luna is documented with image input. This reflects supported input modalities, not vision quality.

Which can generate longer answers, Kimi K2.7 Code or GPT-5.6 Luna?+

Neither has a larger sourced maximum output. Kimi K2.7 Code is — and GPT-5.6 Luna is 128K.

Do Kimi K2.7 Code and GPT-5.6 Luna support reasoning and tool use?+

Kimi K2.7 Code: reasoning, tool calling, and image input. GPT-5.6 Luna: reasoning, tool calling, and image input. Feature support does not establish relative quality.

Which is available from more inference providers, Kimi K2.7 Code or GPT-5.6 Luna?+

Kimi K2.7 Code has 4 sourced provider routes; GPT-5.6 Luna has 2, so Kimi K2.7 Code has broader tracked availability.

Which offers better value, Kimi K2.7 Code or GPT-5.6 Luna?+

There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.

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