BlogLLM Benchmark Scores as Published, Side by Side

Kimi K2 Instruct 0905: Benchmark Scores as Published

Every result the catalog holds for Kimi K2 Instruct 0905: 22 tests in 7 areas, from 1 page. All were printed by Moonshot AI itself. Each number is as printed; nothing is ranked or rescored.

Developer Moonshot AIReleased 2025-09-05Context window 256KInput TextOutput TextWeights Open (Modified MIT License)Data version 2026103001, as of 2026-10-30

Agentic Coding

TestValuePrinted bySetup as printed
SWE-bench Verified69.2%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Harness: in-house harness derived from SWE-agent; Tools: enabled; bash and edit tools
SWE-bench Multilingual55.9%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Harness: in-house harness derived from SWE-agent; Tools: enabled; bash and edit tools
Terminal-Bench (version not stated)44.5%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Harness: Terminus-2 with the provided JSON parser; Tools: enabled; simulated tools (JSON)
Multi-SWE-bench33.5%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Harness: in-house harness derived from SWE-agent; Tools: enabled; bash and edit tools

Science and Math

TestValuePrinted bySetup as printed
GPQA Diamond74.2%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
AIME 202551%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
75.2%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; python
SciCode30.7%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
HMMT February 202538.8%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
70.4%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; python
IMO-AnswerBench45.8%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none

General Knowledge and Reasoning

TestValuePrinted bySetup as printed
Humanity's Last Exam (no tools)7.9%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
MMLU-Pro81.9%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
Humanity's Last Exam (with tools)21.7%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000
MMLU-Redux92.7%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none

Code Generation

TestValuePrinted bySetup as printed
LiveCodeBench v656.1%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none
OJBench (C++)25.5%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none

Web Search and Research

TestValuePrinted bySetup as printed
BrowseComp7.4%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000
BrowseComp-ZH22.2%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000
Seal-025.2%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000
FRAMES58.1%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000
FinSearchComp T310.4%Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: enabled; search, code interpreter, web browsing; Context: 256000

Writing and Conversation

TestValuePrinted bySetup as printed
Longform Writing62.8Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none

Healthcare

TestValuePrinted bySetup as printed
HealthBench43.8Moonshot AI, Kimi K2 Thinking release pagechecked 2026-10-15Tools: none

More from Moonshot AI

Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.