Qwen
·Released on Feb 25, 2026

Qwen3.5-27B API Benchmarks, Pricing & Provider Data

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Qwen3.5-27B benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.041/M.

The Qwen3.5 27B native vision-language Dense model incorporates a linear attention mechanism, delivering fast response times while balancing inference speed and performance. Its overall capabilities a...

Quality
#83of 112
50.0
LMSpeed score
Cost
#55of 186
$0.041/ 1M · 8:1 in:out
$0.0066 in · $0.035 out

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
7 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents45.4Coding46.9Reasoning53.7Knowledge41.4Math-Multilingual45.4Multimodal49Instruction following57.2
#1Instruction following57.2Estimated2/4 Measured dimensions
80% interval: 45.369.1
constraint following59.7
ifeval · ifeval
structured outputPrior only
novel instruction generalization54.6
ifbench · aa_if_bench
long multiturn instructionPrior only
#2Reasoning53.7RatedGlobal rank #263/4 Measured dimensions
80% interval: 45.462.0
abstract logicPrior only
scientific causal53
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraints57.4
mmlu_pro · mmlu_pro
evidence verification50.7
lcr · lcr / longbench · long_bench_v2
#3Multimodal49Estimated2/4 Measured dimensions
80% interval: 37.061.1
perception ocr51.9
v_star · v_star
document spatialPrior only
visual reasoning46.1
mathvision · math_vision
video actionPrior only
#4Coding46.9Estimated2/4 Measured dimensions
80% interval: 35.758.1
code generation48.4
scicode · aa_sci_code
repository engineeringPrior only
debugging testing45.4
swe_rebench · swe_rebench / swe_verified · swe_verified
tooling qualityPrior only
#5Agents45.4RatedGlobal rank #503/4 Measured dimensions
80% interval: 36.754.1
planning45
deep_planning · gert_labs
tool use54.6
tau · tau2_bench
environment execution36.6
browsecomp · browse_comp / osworld · os_world_verified / terminalbench · benchlm_agentic_terminal_bench2
recovery reliabilityPrior only
#5Multilingual45.4Provisional1/4 Measured dimensions
80% interval: 29.061.9
cross language understandingPrior only
multilingual generationPrior only
reasoning transfer45.4
mmlu_prox · mmlu_pro_x
low resource robustnessPrior only
#7Knowledge41.4Provisional1/4 Measured dimensions
80% interval: 25.157.6
broad knowledgePrior only
professional knowledge41.4
supergpqa · super_gpqa
factualityPrior only
retrieval open bookPrior only
No data:Math

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
65.5Ktokens
8K128K1M4M
262.1K

Features

Technical Details

Input
Output
Total parameters
27B
Released
Feb 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: Sep 12, 2026

Overall

undefined metric} other undefined metrics}}

Overall score50.0#83 / 112
Overall score
LMSpeed rank#83
Score50.0
UpdatedSep 12, 2026
Confidence4

Pricing

undefined metric} other undefined metrics}}

Input price$0.300/M#55 / 186Output price$2.40/M#87 / 186
Input price
LMSpeed rank#55
Score$0.300/M
UpdatedSep 12, 2026
Confidence4
Output price
LMSpeed rank#87
Score$2.40/M
UpdatedSep 12, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Rated

Score45.4#5080% interval36.7–54.13/4 Measured dimensionsAgentic score15.5#75 / 77Terminal-Bench 2.041.6#50 / 53
Dimensions and evidence
Planning & decomposition45
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z -0.65 · q 1.00
Tool use54.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z 0.51 · q 1.00
Environment & long-horizon execution36.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
browsecomp · browse_comp · z -1.45 · q 1.00
osworld · os_world_verified · z -1.37 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z -1.33 · q 1.00
Recovery & completion reliabilityPrior only
Agentic score
LMSpeed rank#75
Score15.5
UpdatedSep 12, 2026
Confidence4
Terminal-Bench 2.0V3 evidence
LMSpeed rank#50
Score41.6
UpdatedSep 12, 2026
Confidence4
BrowseCompV3 evidence
LMSpeed rank#28
Score61.0
UpdatedSep 12, 2026
Confidence4
OSWorld-VerifiedV3 evidence
LMSpeed rank#24
Score56.2
UpdatedSep 12, 2026
Confidence4
Τ²-bench resultsV3 evidence
LMSpeed rank#26
Score93.9
UpdatedSep 12, 2026
Confidence4
Gert LabsV3 evidence
LMSpeed rank#38
Score39.4
UpdatedSep 12, 2026
Confidence4

Coding

V3.0

undefined metric} other undefined metrics}} · Estimated

Score46.980% interval35.7–58.12/4 Measured dimensionsCoding score56.9#33 / 87SWE-bench Verified72.4#40 / 49
Dimensions and evidence
Code generation48.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · aa_sci_code · z -0.38 · q 1.00
Repository engineeringPrior only
Debugging & testing45.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_rebench · swe_rebench · z 0.00 · q 1.00
swe_verified · swe_verified · z -0.82 · q 1.00
Tool-assisted development & qualityPrior only
Coding score
LMSpeed rank#33
Score56.9
UpdatedSep 12, 2026
Confidence4
SWE-bench VerifiedV3 evidence
LMSpeed rank#40
Score72.4
UpdatedSep 12, 2026
Confidence4
SWE-RebenchV3 evidence
LMSpeed rank#6
Score58.9
UpdatedSep 12, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#78
Score39.5
UpdatedSep 8, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Rated

Score53.7#2680% interval45.4–62.03/4 Measured dimensionsMMLU-Pro86.1%#22 / 129GPQA84.2%#72 / 218
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning53
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.48 · q 1.00
gpqa · gpqa · z 0.51 · q 1.00
hle · hle · z 0.38 · q 1.00
Multi-step constraints57.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z 0.78 · q 1.00
Evidence integration & verification50.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.28 · q 1.00
longbench · long_bench_v2 · z -0.21 · q 1.00
MMLU-ProV3 evidence
LMSpeed rank#22
Score86.1%
UpdatedSep 12, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#72
Score84.2%
UpdatedSep 12, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#105
Score13.9%
UpdatedSep 12, 2026
Confidence4
Reasoning score
LMSpeed rank#57
Score51.6
UpdatedSep 12, 2026
Confidence4
LongBench v2V3 evidence
LMSpeed rank#7
Score60.6
UpdatedSep 12, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#37
Score77.7
UpdatedSep 12, 2026
Confidence4
CritPtV3 evidence
LMSpeed rank#74
Score0.9
UpdatedSep 12, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score41.480% interval25.1–57.61/4 Measured dimensionsKnowledge score71.6#36 / 83SuperGPQA65.6#13 / 16
Dimensions and evidence
Broad knowledgePrior only
Professional knowledge41.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
supergpqa · super_gpqa · z -0.89 · q 1.00
FactualityPrior only
Retrieval & open-book usePrior only
Knowledge score
LMSpeed rank#36
Score71.6
UpdatedSep 12, 2026
Confidence4
SuperGPQAV3 evidence
LMSpeed rank#13
Score65.6
UpdatedSep 12, 2026
Confidence4
Artificial Analysis Intelligence Index
LMSpeed rank#75
Score22.9
UpdatedSep 12, 2026
Confidence4
AA-GPQA Diamond
LMSpeed rank#57
Score85.8
UpdatedSep 12, 2026
Confidence4
AA-HLE
LMSpeed rank#62
Score23.9
UpdatedSep 12, 2026
Confidence4
AA-Omniscience Accuracy
LMSpeed rank#87
Score20.7
UpdatedSep 12, 2026
Confidence4
AA-Omniscience Hallucination Rate
LMSpeed rank#39
Score81.5
UpdatedSep 12, 2026
Confidence4

Math

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Foundational mathPrior only
Competition mathPrior only
Advanced proofsPrior only
Applied & tool-assisted mathPrior only

Multilingual

V3.0

undefined metric} other undefined metrics}} · Provisional

Score45.480% interval29.0–61.91/4 Measured dimensionsMultilingual score36.8#8 / 11MMLU-ProX82.2#8 / 11
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transfer45.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_prox · mmlu_pro_x · z -0.41 · q 1.00
Low-resource robustnessPrior only
Multilingual score
LMSpeed rank#8
Score36.8
UpdatedSep 12, 2026
Confidence4
MMLU-ProXV3 evidence
LMSpeed rank#8
Score82.2
UpdatedSep 12, 2026
Confidence4

Multimodal

V3.0

undefined metric} other undefined metrics}} · Estimated

Score4980% interval37.0–61.12/4 Measured dimensionsMMMU82.3#4 / 7MMVU73.3#5 / 6
Dimensions and evidence
Perception & OCR51.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
v_star · v_star · z 0.00 · q 1.00
Document & spatial understandingPrior only
Visual reasoning46.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mathvision · math_vision · z -0.43 · q 1.00
Video & grounded actionPrior only
MMMU
LMSpeed rank#4
Score82.3
UpdatedSep 12, 2026
Confidence4
MMVU
LMSpeed rank#5
Score73.3
UpdatedSep 12, 2026
Confidence4
MathVisionV3 evidence
LMSpeed rank#10
Score86.0
UpdatedSep 12, 2026
Confidence4
V*V3 evidence
LMSpeed rank#6
Score93.7
UpdatedSep 12, 2026
Confidence4
AA-MMMU-Pro
LMSpeed rank#33
Score75.0
UpdatedSep 12, 2026
Confidence4
Multimodal Grounded score
LMSpeed rank#26
Score70.5
UpdatedSep 12, 2026
Confidence4

Instruction following

V3.0

undefined metric} other undefined metrics}} · Estimated

Score57.280% interval45.3–69.12/4 Measured dimensionsInstruction Following score92.8#9 / 52IFEval95.0#1 / 16
Dimensions and evidence
Constraint following59.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifeval · ifeval · z 1.09 · q 1.00
Structured outputPrior only
Novel-instruction generalization54.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z 0.33 · q 1.00
Multi-turn & long instructionsPrior only
Instruction Following score
LMSpeed rank#9
Score92.8
UpdatedSep 12, 2026
Confidence4
IFEvalV3 evidence
LMSpeed rank#1
Score95.0
UpdatedSep 12, 2026
Confidence4
AA-IFBenchV3 evidence
LMSpeed rank#17
Score75.6
UpdatedSep 12, 2026
Confidence4

OpenRouter endpoints

6 endpoints

Third-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 endpointInputOutput1d uptime30m latency30m throughputContext / output
Novita
novita/bf16
$0.300/M$2.40/M100.0%undefined tokens / undefined tokens
AtlasCloud
atlas-cloud/fp8
$0.270/M$2.16/M99.5%undefined tokens / undefined tokens
DeepInfra
deepinfra/fp8
$0.260/M$2.60/M99.4%undefined tokens / undefined tokens
SiliconFlow
siliconflow/fp8
$0.250/M$2/M98.8%undefined tokens / undefined tokens
Phala
phala
$0.300/M$2.40/M97.0%undefined tokens / undefined tokens
Alibaba
alibaba
$0.195/M$1.56/M96.4%undefined tokens / undefined tokens

Pricing Comparison

Compare Qwen3.5-27B API pricing across 20 providers. Prices range from $0.041/M to $77.05/M. Zhongzhuan Chat offers the lowest rate at $0.041/M.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
Qwen/Qwen3.5-27B
default
$10.27/M
$10.27/M
L1
100%
Qwen/Qwen3.5-27B
default
$1.20/M
$9.60/M
L1
99%
L2
91%
Qwen/Qwen3.5-27B
diamond-glm
-39%$0.182/M
-39%$1.46/M
L1
99%
L2
100%
qwen3.5-27b
alibaba
$0.569/M
$4.56/M
L1
100%
qwen3.5-27b
Alibaba-1
-85%$0.044/M
-85%$0.356/M
L1
100%
qwen3.5-27b
default
$10.27/M
$10.27/M
L1
99%
qwen3.5-27b
Alibaba-1
-85%$0.044/M
-85%$0.356/M
L1
100%
qwen3.5-27b
default
-86%$0.041/M
-86%$0.329/M

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does Qwen3.5-27B include?
LMSpeed shows Qwen3.5-27B benchmark context, API price, output speed, first-token latency, and provider data across 20 providers when those signals are available.
What is the Qwen3.5-27B API price?
Qwen3.5-27B has pricing from undefined provider} other undefined providers}}, ranging from $0.041/M to $77.05/M. Zhongzhuan Chat has the lowest listed price.
What does the Qwen3.5-27B API pricing table include?
The Qwen3.5-27B API pricing table compares 20 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Qwen3.5-27B API pricing?
Zhongzhuan Chat currently has the lowest listed Qwen3.5-27B price at $0.041/M across undefined provider} other undefined providers}}.
Is Qwen3.5-27B API free?
Qwen3.5-27B does not currently have a free API tier on LMSpeed. All 20 providers charge per token.

Also known as

Qwen/Qwen3.5-27Bqwen3.5-27b

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Standard benchmark data may include BenchLM and other public sources.

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