MoonshotAI
·Released on Apr 20, 2026Kimi K2.6 API Benchmarks, Pricing & Provider Data
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Kimi K2.6 benchmark, API pricing, and provider data cover 257 API providers, with prices starting at $0.0001/request. Kimi K2.6 free API options are available from 5 providers. The page also shows measured API speed and first-token latency.
Moonshot Kimi K2.6 is an open-source native multimodal agent model with 1 trillion MoE parameters, a 256K context window, and state-of-the-art coding, vision, and long-horizon agent swarm capabilities...
Quality
#30of 100
64.0
LMSpeed score
Speed
58char/s
18.93 s
Cost
#107of 179
$0.0001/ 1M · 8:1 in:out
$0.000016 in · $0.000084 out
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 7 / 8
- Methodology
- V3.0
#1Math58.6Estimated3/4 Measured dimensions
80% interval: 49.6–67.7
foundational mathPrior only
competition math59.9
aime · aime2026 / hmmt · hmmt_feb2026
proof frontier55.1
frontiermath · frontier_math_v2_tier4 / frontiermath · frontier_math_v2_tiers13
applied tool math60.9
mmanswer · mm_answer_bench
#2Coding55.6RatedGlobal rank #164/4 Measured dimensions
80% interval: 49.5–61.6
code generation62.2
livecodebench · live_code_bench_v6 / scicode · scicode
repository engineering53.7
swe_pro · swe_pro / vibecode · vibe_code_bench
debugging testing57.1
swe_multilingual · benchlm_coding_swe_multilingual / swe_verified · swe_verified
tooling quality49.4
terminalbench · benchlm_coding_terminal_bench2
#3Reasoning55.3Estimated2/4 Measured dimensions
80% interval: 44.5–66.1
abstract logicPrior only
scientific causal54.4
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification56.2
lcr · lcr
#4Agents55RatedGlobal rank #194/4 Measured dimensions
80% interval: 49.7–60.3
planning54
deep_planning · gert_labs
tool use51.6
mcp_atlas · mcp_atlas / tau · tau2_bench / toolathlon · toolathlon
environment execution59.9
browsecomp · browse_comp / deep_search_qa · deep_search_qa / gdpval_aa · benchlm_agentic_gdpval_aa / osworld · os_world2 / osworld · os_world_verified / terminalbench · benchlm_agentic_terminal_bench2 / wide_research · wide_research
recovery reliability54.5
apex_agents · apex_agents_aa / claw_eval · claw_eval / researchclaw · research_claw_bench
#5Instruction following54.7Provisional1/4 Measured dimensions
80% interval: 38.7–70.7
constraint followingPrior only
structured outputPrior only
novel instruction generalization54.7
ifbench · aa_if_bench
long multiturn instructionPrior only
#6Multimodal53.5Estimated3/4 Measured dimensions
80% interval: 44.5–62.5
perception ocr61.3
v_star · v_star
document spatial48.2
charxiv · charxiv
visual reasoning51
mathvision · math_vision / mmmu_pro · mmmu_pro
video actionPrior only
#7Knowledge49Provisional1/4 Measured dimensions
80% interval: 35.0–63.0
broad knowledge49
aa_omniscience · aa_omniscience_index / benchlm_category_knowledge · benchlm_category_knowledge
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
No data:Multilingual
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
INPUT
262.1Ktokens
≈ 314.6 pages of text
OUTPUT
235.9Ktokens
8K128K1M4M
262.1K
Features
Technical Details
- Input
- Output
- Released
- Apr 2026
- Tokenizer
- Other
- Architecture
- text+image->text
- Moderated
- No
- Supported parameters
- frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_pparallel_tool_callspresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Rankings
Excels at
It's decent at
Falls behind in
Detailed scores
Updated: Aug 26, 2026Overall
undefined metric} other undefined metrics}}
Overall score64.0#30 / 100
Overall
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Pricing
undefined metric} other undefined metrics}}
Input price$0.950/M#107 / 179Output price$4.00/M#108 / 179
Pricing
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Score55#1980% interval49.7–60.34/4 Measured dimensionsAgentic score66.6#28 / 69Terminal-Bench 2.066.7#21 / 53
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Planning & decomposition54
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z 0.54 · q 1.00
Tool use51.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mcp_atlas · mcp_atlas · z -1.35 · q 1.00
tau · tau2_bench · z 0.73 · q 1.00
toolathlon · toolathlon · z 0.20 · q 1.00
Environment & long-horizon execution59.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
browsecomp · browse_comp · z 0.26 · q 1.00
deep_search_qa · deep_search_qa · z 0.90 · q 1.00
gdpval_aa · benchlm_agentic_gdpval_aa · z 0.06 · q 1.00
osworld · os_world2 · z -1.02 · q 1.00
osworld · os_world_verified · z 0.00 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z 0.19 · q 1.00
wide_research · wide_research · z 2.70 · q 1.00
Recovery & completion reliability54.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
apex_agents · apex_agents_aa · z 0.23 · q 1.00
claw_eval · claw_eval · z 0.45 · q 1.00
researchclaw · research_claw_bench · z 0.00 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Score55.6#1680% interval49.5–61.64/4 Measured dimensionsSciCode39.5%#93 / 204Coding score62.9#19 / 81
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Code generation62.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · live_code_bench_v6 · z 1.21 · q 0.75
scicode · scicode · z 1.42 · q 1.00
Repository engineering53.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_pro · swe_pro · z 0.33 · q 1.00
vibecode · vibe_code_bench · z 0.47 · q 1.00
Debugging & testing57.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_multilingual · benchlm_coding_swe_multilingual · z 0.41 · q 1.00
swe_verified · swe_verified · z 0.71 · q 1.00
Tool-assisted development & quality49.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
terminalbench · benchlm_coding_terminal_bench2 · z -0.07 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
SciCodeV3 evidence
LMSpeed rank#93
Score39.5%
Sourceartificialanalysis.ai
UpdatedAug 26, 2026
Confidence4
Reasoning
V3.0undefined metric} other undefined metrics}} · Estimated
Score55.380% interval44.5–66.12/4 Measured dimensionsGPQA91.1%#21 / 211HLE37.5%#30 / 208
Reasoning
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning54.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.45 · q 1.00
gpqa · gpqa · z 0.10 · q 1.00
hle · hle · z 0.28 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification56.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.47 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Score4980% interval35.0–63.01/4 Measured dimensionsKnowledge score55.0#56 / 69GPQA-D90.5#14 / 31
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Broad knowledge49
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z 0.31 · q 1.00
benchlm_category_knowledge · benchlm_category_knowledge · z -0.93 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#27
Score45.1
Sourcebenchlm.ai
UpdatedAug 26, 2026
Confidence3
AA-Omniscience IndexV3 evidence
LMSpeed rank#25
Score5.3
Sourcebenchlm.ai
UpdatedAug 26, 2026
Confidence3
AA-Omniscience Hallucination Rate
LMSpeed rank#83
Score40.5
Sourcebenchlm.ai
UpdatedAug 26, 2026
Confidence3
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Score58.680% interval49.6–67.73/4 Measured dimensionsAIME2696.4#3 / 14HMMT Feb 202692.7#6 / 18
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Foundational mathPrior only
Competition math59.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime2026 · z 1.14 · q 1.00
hmmt · hmmt_feb2026 · z 0.97 · q 1.00
Advanced proofs55.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
frontiermath · frontier_math_v2_tier4 · z 0.53 · q 1.00
frontiermath · frontier_math_v2_tiers13 · z 0.41 · q 1.00
Applied & tool-assisted math60.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmanswer · mm_answer_bench · z 1.50 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
FrontierMath v2 (Tiers 1-3)V3 evidence
LMSpeed rank#12
Score39.0
Sourcebenchlm.ai
UpdatedAug 26, 2026
Confidence3
FrontierMath v2 (Tier 4)V3 evidence
LMSpeed rank#15
Score14.6
Sourcebenchlm.ai
UpdatedAug 26, 2026
Confidence3
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only
Multimodal
V3.0undefined metric} other undefined metrics}} · Estimated
Score53.580% interval44.5–62.53/4 Measured dimensionsMultimodal Grounded score67.0#20 / 44MMMU-Pro79.4#12 / 31
Multimodal
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Perception & OCR61.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
v_star · v_star · z 1.25 · q 1.00
Document & spatial understanding48.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
charxiv · charxiv · z -0.12 · q 1.00
Visual reasoning51
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mathvision · math_vision · z 0.00 · q 1.00
mmmu_pro · mmmu_pro · z 0.22 · q 1.00
Video & grounded actionPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Score54.780% interval38.7–70.71/4 Measured dimensionsAA-IFBench76.0#13 / 84
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization54.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z 0.35 · q 1.00
Multi-turn & long instructionsPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
OpenRouter endpoints
20 endpointsThird-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.
| Provider endpoint | Input | Output | 1d uptime | 30m latency | 30m throughput | Context / output |
|---|---|---|---|---|---|---|
Moonshot AI moonshotai/int4 | $0.950/M | $4/M | 100.0% | — | — | undefined tokens / undefined tokens |
Baidu baidu/fp4 | $0.950/M | $4/M | 100.0% | — | — | undefined tokens / undefined tokens |
DigitalOcean digitalocean | $0.950/M | $4/M | 99.9% | — | — | undefined tokens / undefined tokens |
CoreWeave coreweave/fp4 | $0.650/M | $3.41/M | 99.9% | — | — | undefined tokens / undefined tokens |
SiliconFlow siliconflow/fp8 | $0.770/M | $3.40/M | 99.9% | — | — | undefined tokens / undefined tokens |
Inceptron inceptron/int4 | $0.570/M | $3.39/M | 99.8% | — | — | undefined tokens / undefined tokens |
DeepInfra deepinfra/fp4 | $0.750/M | $3.50/M | 99.7% | — | — | undefined tokens / undefined tokens |
Cloudflare cloudflare | $0.950/M | $4/M | 99.6% | — | — | undefined tokens / undefined tokens |
Venice venice/int4 | $0.750/M | $3.50/M | 99.5% | — | — | undefined tokens / undefined tokens |
Novita novita | $0.800/M | $3.40/M | 99.4% | — | — | undefined tokens / undefined tokens |
Parasail parasail/int4 | $0.750/M | $3.50/M | 99.1% | — | — | undefined tokens / undefined tokens |
Chutes chutes/int4 | $0.580/M | $3.40/M | 99.0% | — | — | undefined tokens / undefined tokens |
Decart decart/fp4 | $0.568/M | $3.33/M | 98.8% | — | — | undefined tokens / undefined tokens |
StreamLake streamlake/fp8 | $0.598/M | $2.52/M | 98.7% | — | — | undefined tokens / undefined tokens |
GMICloud gmicloud/fp8 | $0.855/M | $3.60/M | 97.0% | — | — | undefined tokens / undefined tokens |
AtlasCloud atlas-cloud/int4 | $0.950/M | $4/M | 96.9% | — | — | undefined tokens / undefined tokens |
Crusoe crusoe/bf16 | $0.700/M | $3.50/M | 96.4% | — | — | undefined tokens / undefined tokens |
Phala phala | $1.09/M | $4.60/M | 87.8% | — | — | undefined tokens / undefined tokens |
Fireworks fireworks | $0.950/M | $4/M | 0% | — | — | undefined tokens / undefined tokens |
BaseTen baseten/fp4 | $0.950/M | $4/M | — | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare Kimi K2.6 API pricing across 252 providers. Prices range from $0.0001/request to $5294.70/M. CM-API 公益站 offers the lowest rate at $0.0001/request. 5 providers offer free API credits or a free tier.
Showing 20 model IDs of 107.
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Frequently Asked Questions
- What benchmark data does Kimi K2.6 include?
- LMSpeed shows Kimi K2.6 benchmark context, API price, output speed, first-token latency, and provider data across 257 providers when those signals are available.
- What is the Kimi K2.6 API price?
- Kimi K2.6 has pricing from 257 providers, ranging from $0.0001/request to $5294.70/M. CM-API 公益站 has the lowest listed price.
- What does the Kimi K2.6 API pricing table include?
- The Kimi K2.6 API pricing table compares 257 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest Kimi K2.6 API pricing?
- CM-API 公益站 currently has the lowest listed Kimi K2.6 price at $0.0001/request across 257 providers.
- Can I compare Kimi K2.6 API price and speed together?
- Yes. LMSpeed shows Kimi K2.6 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
- Is Kimi K2.6 API free?
- Yes, Kimi K2.6 free API options are available through 5 providerundefined other undefined} on LMSpeed, including 初叶🍂Furry API, Moyanjdc API, 91VIP API, Zero API, ApiToken Online. These providers offer free API credits or a free tier with no per-token charges.
- Where can I get Kimi K2.6 free API access?
- LMSpeed currently lists 5 free API providerundefined other undefined} for Kimi K2.6: 初叶🍂Furry API, Moyanjdc API, 91VIP API, Zero API, ApiToken Online. Check each provider row before using it because free tier limits can change.