Automated page. Written and translated automatically by AI and checked against the sources by software; no human editor. SI-IQ is an index built from public benchmark results, not an IQ test. How it works

How smart is Kimi K2.7 Code?

118 SI-IQ · 90% interval 115–122
Rank 42 of 80 ranked models · Plausible rank range 32–57

Kimi K2.7 Code is a model from Moonshot, released on Jun 12, 2026. Its SI-IQ is 118 (90% interval 115–122), estimated from 8 benchmark results by 2 evaluators.

Data as of Oct 18, 2026 · method 1.0.0

Facts

Developer: Moonshot
Released: Jun 12, 2026
Access: Open weights (restricted licence)
Benchmarks used: 8 benchmark results from 2 evaluators
API price: $0.95 input / $4.00 output per 1M tokens (developer's price list, Oct 18, 2026)
Context window: 262,144 tokens

Ability by area (SI-IQ, 90% interval)

Every benchmark result we used

Each score is one value exactly as the source published it: for Epoch AI the best of its run settings, for OpenRouter the median hosting provider (the developer's own hosting when it ran the test). “Implied SI-IQ” is the ability that this single result points to; the overall SI-IQ is their precision-weighted average.

Benchmark	Area	Score	Implied SI-IQ	Evaluated by	As listed by the source	Retrieved	Source
Chess Puzzles	Reasoning	14.0%	104	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
FrontierMath Tier 4	Math	12.2%	118	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
FrontierMath Tiers 1–3	Math	54.0%	121	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
OTIS Mock AIME 2024–2025	Math	95.6%	124	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
GPQA Diamond	Knowledge	87.9%	120	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
GPQA Diamond (OpenRouter run)	Knowledge	88.5%	126	OpenRouter	`moonshotai/kimi-k2.7-code-20260612` Moonshot AI · first-party provider (1 of 16 rows)	Oct 18, 2026	OpenRouter benchmark datasets · data file
SimpleQA Verified	Knowledge	36.5%	116	Epoch AI	`kimi-k2.7-code`	Oct 18, 2026	Epoch AI Benchmarking Hub · data file
τ²-bench Airline (OpenRouter run)	Agents	73.8%	127	OpenRouter	`moonshotai/kimi-k2.7-code-20260612` Moonshot AI · first-party provider (1 of 21 rows)	Oct 18, 2026	OpenRouter benchmark datasets · data file

Models with similar SI-IQ

Model	SI-IQ
Inkling-SmallThinking Machines	118	Kimi K2.7 Code vs Inkling-Small
Kimi K2.5Moonshot	119	Kimi K2.7 Code vs Kimi K2.5
GPT-5.4 NanoOpenAI	118	Kimi K2.7 Code vs GPT-5.4 Nano
GPT-5.1OpenAI	120	Kimi K2.7 Code vs GPT-5.1
GPT-5.4 MiniOpenAI	117	Kimi K2.7 Code vs GPT-5.4 Mini

Computed with SI-IQ method version 1.0.0. Read the full methodology

Data sources: Epoch AI, ‘Capabilities & benchmarking’ (CC BY 4.0); LiteLLM, model_prices_and_context_window.json (MIT); Source: OpenRouter (openrouter.ai), licensed under CC BY 4.0: reuse and republish with attribution to OpenRouter (licences and changes).