Qwen
·Released on Apr 27, 2026Qwen3.6 27B API Benchmarks, Pricing & Provider Data
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LLM
Qwen3.6 27B benchmark, API pricing, and provider data cover 36 API providers, with prices starting at $0.164/M.
Qwen3.6 27B is a dense 27-billion-parameter language model from the Qwen Team at Alibaba, released in April 2026. It features hybrid multimodal capabilities — accepting text, image, and video inputs.....
Quality
#65of 100
53.0
LMSpeed score
Cost
#93of 180
$0.164/ 1M · 8:1 in:out
$0.026 in · $0.138 out
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 7 / 8
- Methodology
- V3.0
#1Agents55.5RatedGlobal rank #184/4 Measured dimensions
80% interval: 48.9–62.1
planning52.9
deep_planning · gert_labs
tool use54.8
tau · tau2_bench
environment execution49.2
gdpval_aa · benchlm_agentic_gdpval_aa / terminalbench · benchlm_agentic_terminal_bench2
recovery reliability65.1
claw_eval · claw_eval
#2Reasoning54.4RatedGlobal rank #203/4 Measured dimensions
80% interval: 45.7–63.1
abstract logicPrior only
scientific causal51.4
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraints57.5
mmlu_pro · mmlu_pro
evidence verification54.3
lcr · lcr
#3Instruction following51.7Provisional1/4 Measured dimensions
80% interval: 35.7–67.7
constraint followingPrior only
structured outputPrior only
novel instruction generalization51.7
ifbench · aa_if_bench
long multiturn instructionPrior only
#4Coding46.9RatedGlobal rank #334/4 Measured dimensions
80% interval: 40.9–52.9
code generation54.2
livecodebench · livecodebench / scicode · scicode
repository engineering39
nl2repo · nl2_repo / swe_pro · swe_pro
debugging testing48.2
swe_multilingual · benchlm_coding_swe_multilingual / swe_verified · swe_verified
tooling quality46.2
terminalbench · benchlm_coding_terminal_bench2
#5Multimodal46.3RatedGlobal rank #84/4 Measured dimensions
80% interval: 39.9–52.8
perception ocr48.9
simplevqa · simple_vqa / v_star · v_star
document spatial46.5
charxiv · charxiv
visual reasoning46.9
erqa · erqa / mmmu_pro · mmmu_pro
video action43.1
video_mmmu · video_mmmu
#6Math41.3Estimated2/4 Measured dimensions
80% interval: 29.8–52.7
foundational mathPrior only
competition math41.2
aime · aime2026 / hmmt · hmmt_feb2025 / hmmt · hmmt_feb2026 / hmmt · hmmt_nov2025
proof frontierPrior only
applied tool math41.4
mmanswer · mm_answer_bench
#7Knowledge37.3Estimated2/4 Measured dimensions
80% interval: 25.6–48.9
broad knowledge32.5
c_eval · c_eval / mmlu_redux · mmlu_redux
professional knowledge42
supergpqa · super_gpqa
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
262.1Ktokens
8K128K1M4M
262.1K
Features
Technical Details
- Input
- Output
- Total parameters
- 27B
- Released
- Apr 2026
- Tokenizer
- Qwen3
- Architecture
- text+image+video->text
- Moderated
- No
- Supported parameters
- frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p
Rankings
Excels at
It's decent at
Falls behind in
Detailed scores
Updated: Aug 23, 2026Overall
undefined metric} other undefined metrics}}
Overall score53.0#65 / 100
Overall
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Speed & latency
undefined metric} other undefined metrics}}
Output speed59.4 tok/s#53 / 74Time to first token1.46 s#42 / 74
Speed & latency
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Time to first token
LMSpeed rank#42
Score1.46 s
Sourceartificialanalysis.ai
UpdatedAug 23, 2026
Confidence4
Pricing
undefined metric} other undefined metrics}}
Input price$0.600/M#93 / 180Output price$3.60/M#105 / 180
Pricing
undefined metric} other undefined metrics}}
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Score55.5#1880% interval48.9–62.14/4 Measured dimensionsAgentic score48.5#51 / 69Terminal-Bench 2.059.3#33 / 53
Agents
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Planning & decomposition52.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z 0.41 · q 1.00
Tool use54.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z 0.53 · q 1.00
Environment & long-horizon execution49.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gdpval_aa · benchlm_agentic_gdpval_aa · z -0.09 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z -0.28 · q 1.00
Recovery & completion reliability65.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
claw_eval · claw_eval · z 2.26 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Score46.9#3380% interval40.9–52.94/4 Measured dimensionsLiveCodeBench83.9%#11 / 115SciCode39.8%#89 / 204
Coding
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Code generation54.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z 1.12 · q 1.00
scicode · scicode · z -0.07 · q 1.00
Repository engineering39
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
nl2repo · nl2_repo · z -1.30 · q 1.00
swe_pro · swe_pro · z -0.60 · q 1.00
Debugging & testing48.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_multilingual · benchlm_coding_swe_multilingual · z -0.72 · q 1.00
swe_verified · swe_verified · z 0.08 · q 1.00
Tool-assisted development & quality46.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
terminalbench · benchlm_coding_terminal_bench2 · z -0.50 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
SciCodeV3 evidence
LMSpeed rank#89
Score39.8%
Sourceartificialanalysis.ai
UpdatedAug 23, 2026
Confidence4
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Score54.4#2080% interval45.7–63.13/4 Measured dimensionsMMLU-Pro86.2%#18 / 129GPQA84.2%#66 / 211
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning51.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.39 · q 1.00
gpqa · gpqa · z 0.35 · q 1.00
hle · hle · z 0.07 · q 1.00
Multi-step constraints57.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.80 · q 1.00
Evidence integration & verification54.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.22 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Knowledge
V3.0undefined metric} other undefined metrics}} · Estimated
Score37.380% interval25.6–48.92/4 Measured dimensionsKnowledge score50.2#61 / 69MMLU-Redux93.5#6 / 6
Knowledge
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Broad knowledge32.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
c_eval · c_eval · z -0.64 · q 0.63
mmlu_redux · mmlu_redux · z -3.00 · q 0.75
Professional knowledge42
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
supergpqa · super_gpqa · z -0.81 · q 1.00
FactualityPrior only
Retrieval & open-book usePrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Artificial Analysis Intelligence Index
LMSpeed rank#50
Score37.7
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence3
AA-Omniscience Hallucination Rate
LMSpeed rank#76
Score49.3
Sourcebenchlm.ai
UpdatedAug 20, 2026
Confidence3
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Score41.380% interval29.8–52.72/4 Measured dimensionsHMMT Feb 202593.8#5 / 7HMMT Nov 202590.7#8 / 9
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Dimensions and evidence
Foundational mathPrior only
Competition math41.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime2026 · z -0.98 · q 1.00
hmmt · hmmt_feb2025 · z -0.45 · q 0.88
hmmt · hmmt_feb2026 · z -0.42 · q 1.00
hmmt · hmmt_nov2025 · z -0.96 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted math41.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmanswer · mm_answer_bench · z -1.10 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
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}} · Rated
Score46.3#880% interval39.9–52.84/4 Measured dimensionsMultimodal Grounded score54.1#33 / 44MMMU82.9#3 / 7
Multimodal
V3.0undefined metric} other undefined metrics}} · Rated
Dimensions and evidence
Perception & OCR48.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
simplevqa · simple_vqa · z -0.77 · q 1.00
v_star · v_star · z 0.31 · q 1.00
Document & spatial understanding46.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
charxiv · charxiv · z -0.34 · q 1.00
Visual reasoning46.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
erqa · erqa · z -0.43 · q 1.00
mmmu_pro · mmmu_pro · z -0.63 · q 1.00
Video & grounded action43.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
video_mmmu · video_mmmu · z -0.17 · q 1.00
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Score51.780% interval35.7–67.71/4 Measured dimensionsAA-IFBench67.6#43 / 84
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization51.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -0.05 · q 1.00
Multi-turn & long instructionsPrior only
Benchmark
LMSpeed rank
Score
Source
Updated
Confidence
OpenRouter endpoints
7 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 |
|---|---|---|---|---|---|---|
CoreWeave coreweave/fp8 | $0.600/M | $3.60/M | 100.0% | — | — | undefined tokens / undefined tokens |
Alibaba alibaba | $0.450/M | $2.70/M | 99.9% | — | — | undefined tokens / undefined tokens |
DeepInfra deepinfra/fp8 | $0.320/M | $3.20/M | 98.9% | — | — | undefined tokens / undefined tokens |
Venice venice/fp8 | $0.325/M | $3.25/M | 94.8% | — | — | undefined tokens / undefined tokens |
SiliconFlow siliconflow/fp8 | $0.300/M | $3.20/M | 92.7% | — | — | undefined tokens / undefined tokens |
Phala phala | $0.320/M | $2.70/M | 85.7% | — | — | undefined tokens / undefined tokens |
Chutes chutes/fp8 | $0.300/M | $2/M | 84.4% | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare Qwen3.6 27B API pricing across 36 providers. Prices range from $0.164/M to $3.82/M. Zhongzhuan Chat offers the lowest rate at $0.164/M.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 99% | qwen3.6-27b | default | $1.47/M | $8.81/M | — | — | — | |
L1 99% | alibaba/qwen3.6-27b | group2 | $0.822/M | $4.93/M | — | — | — | |
L1 99% | qwen3.6-27b | default | -36%$0.382/M | -36%$2.29/M | — | — | — | |
L1 99% | qwen3.6-27b | default | -36%$0.382/M | -36%$2.29/M | — | — | — | |
L1 99% | Qwen/Qwen3.6-27B | default | $2.29/M Cache read$2.29/M | $22.86/M | — | — | — | |
L1 100% | qwen3.6-27b | default | -66%$0.205/M | -66%$1.23/M | — | — | — | |
L1 0% | qwen3.6-27b | 2api | $1.00/request | - | — | — | — |
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Frequently Asked Questions
- What benchmark data does Qwen3.6 27B include?
- LMSpeed shows Qwen3.6 27B benchmark context, API price, output speed, first-token latency, and provider data across 36 providers when those signals are available.
- What is the Qwen3.6 27B API price?
- Qwen3.6 27B has pricing from 36 providers, ranging from $0.164/M to $3.82/M. Zhongzhuan Chat has the lowest listed price.
- What does the Qwen3.6 27B API pricing table include?
- The Qwen3.6 27B API pricing table compares 36 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest Qwen3.6 27B API pricing?
- Zhongzhuan Chat currently has the lowest listed Qwen3.6 27B price at $0.164/M across 36 providers.
- Is Qwen3.6 27B API free?
- Qwen3.6 27B does not currently have a free API tier on LMSpeed. All 36 providers charge per token.