Z.ai
·Released on Apr 7, 2026

GLM-5.1 API Benchmarks, Pricing & Provider Data

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GLM-5.1 benchmark, API pricing, and provider data cover 248 API providers, with prices starting at $0.0020/request. GLM-5.1 free API options are available from 3 providers. The page also shows measured API speed and first-token latency.

Zhipu GLM-5.1 is a next-generation GLM model aimed at frontier reasoning, coding, and bilingual agent applications.

Quality
#35of 100
60.0
LMSpeed score
Speed
50char/s
14.60 s
Cost
#132of 181
$0.0020/ 1M · 8:1 in:out
$0.0003 in · $0.0017 out

Category Performance

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

Coverage
6 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents53.3Coding53.7Reasoning53.8Knowledge55.4Math51.7Multilingual-Multimodal-Instruction following54.8
#1Knowledge55.4Provisional1/4 Measured dimensions
80% interval: 41.469.4
broad knowledge55.4
aa_omniscience · aa_omniscience_index / benchlm_category_knowledge · benchlm_category_knowledge
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#2Instruction following54.8Provisional1/4 Measured dimensions
80% interval: 38.870.8
constraint followingPrior only
structured outputPrior only
novel instruction generalization54.8
ifbench · aa_if_bench
long multiturn instructionPrior only
#3Reasoning53.8Estimated2/4 Measured dimensions
80% interval: 43.064.6
abstract logicPrior only
scientific causal55.9
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification51.7
lcr · lcr
#4Coding53.7RatedGlobal rank #183/4 Measured dimensions
80% interval: 45.062.5
code generation49.7
scicode · scicode
repository engineering50.8
nl2repo · nl2_repo / swe_pro · swe_pro / vibecode · vibe_code_bench
debugging testing60.7
swe_rebench · swe_rebench
tooling qualityPrior only
#5Agents53.3RatedGlobal rank #264/4 Measured dimensions
80% interval: 47.659.0
planning55.7
deep_planning · gert_labs
tool use54.8
mcp_atlas · mcp_atlas / tau · tau2_bench / tau · tau3_bench
environment execution49.8
browsecomp · browse_comp / gdpval_aa · benchlm_agentic_gdpval_aa / terminalbench · benchlm_agentic_terminal_bench2
recovery reliability52.9
claw_eval · claw_eval / cyber_gym · cyber_gym / researchclaw · research_claw_bench
#6Math51.7Estimated3/4 Measured dimensions
80% interval: 42.660.7
foundational mathPrior only
competition math48.7
aime · aime2026 / hmmt · hmmt_feb2026 / hmmt · hmmt_nov2025
proof frontier54.2
frontiermath · frontier_math_v2_tier4 / frontiermath · frontier_math_v2_tiers13
applied tool math52
mmanswer · mm_answer_bench
No data:MultilingualMultimodal

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
204.8Ktokens
245.8 pages of text
OUTPUT
128Ktokens
8K128K1M4M
204.8K

Features

Technical Details

Input
Output
Released
Apr 2026
Tokenizer
Other
Architecture
text->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 1, 2026

Overall

undefined metric} other undefined metrics}}

Overall score60.0#35 / 100
Overall score
LMSpeed rank#35
Score60.0
UpdatedSep 1, 2026
Confidence2

Pricing

undefined metric} other undefined metrics}}

Input price$1.38/M#132 / 181Output price$4.40/M#116 / 181
Input price
LMSpeed rank#132
Score$1.38/M
UpdatedSep 1, 2026
Confidence4
Output price
LMSpeed rank#116
Score$4.40/M
UpdatedSep 1, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Rated

Score53.3#2680% interval47.6–59.04/4 Measured dimensionsAgentic score48.9#50 / 69Terminal-Bench 2.063.5#28 / 53
Dimensions and evidence
Planning & decomposition55.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z 0.77 · q 1.00
Tool use54.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mcp_atlas · mcp_atlas · z -0.12 · q 1.00
tau · tau2_bench · z 1.05 · q 1.00
tau · tau3_bench · z 0.16 · q 1.00
Environment & long-horizon execution49.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
browsecomp · browse_comp · z -0.90 · q 1.00
gdpval_aa · benchlm_agentic_gdpval_aa · z 0.25 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z -0.02 · q 1.00
Recovery & completion reliability52.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
claw_eval · claw_eval · z 0.45 · q 1.00
cyber_gym · cyber_gym · z -0.70 · q 1.00
researchclaw · research_claw_bench · z 0.06 · q 1.00
Agentic score
LMSpeed rank#50
Score48.9
UpdatedSep 1, 2026
Confidence2
Terminal-Bench 2.0V3 evidence
LMSpeed rank#28
Score63.5
UpdatedSep 1, 2026
Confidence2
BrowseCompV3 evidence
LMSpeed rank#23
Score68.0
UpdatedSep 1, 2026
Confidence2
Τ³-bench resultsV3 evidence
LMSpeed rank#4
Score70.6
UpdatedSep 1, 2026
Confidence2
MCP AtlasV3 evidence
LMSpeed rank#18
Score71.8
UpdatedSep 1, 2026
Confidence2
CyberGymV3 evidence
LMSpeed rank#10
Score68.7
UpdatedSep 1, 2026
Confidence2
Claw-EvalV3 evidence
LMSpeed rank#10
Score62.3
UpdatedSep 1, 2026
Confidence2
AA Agentic Index
LMSpeed rank#31
Score30.6
UpdatedSep 1, 2026
Confidence2
Τ²-bench resultsV3 evidence
LMSpeed rank#9
Score97.7
UpdatedSep 1, 2026
Confidence2
GDPval-AA
LMSpeed rank#27
Score37.7
UpdatedSep 1, 2026
Confidence2
Gert LabsV3 evidence
LMSpeed rank#12
Score60.1
UpdatedSep 1, 2026
Confidence2
GDPval-AAV3 evidence
LMSpeed rank#26
Score1254.0
UpdatedSep 1, 2026
Confidence2
ResearchClawBenchV3 evidence
LMSpeed rank#7
Score18.2
UpdatedSep 1, 2026
Confidence2

Coding

V3.0

undefined metric} other undefined metrics}} · Rated

Score53.7#1880% interval45.0–62.53/4 Measured dimensionsSciCode43.8%#52 / 206Coding score62.5#14 / 81
Dimensions and evidence
Code generation49.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z -0.16 · q 1.00
Repository engineering50.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
nl2repo · nl2_repo · z -0.02 · q 1.00
swe_pro · swe_pro · z 0.29 · q 1.00
vibecode · vibe_code_bench · z 0.25 · q 1.00
Debugging & testing60.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_rebench · swe_rebench · z 1.49 · q 1.00
Tool-assisted development & qualityPrior only
SciCodeV3 evidence
LMSpeed rank#52
Score43.8%
UpdatedSep 1, 2026
Confidence4
Coding score
LMSpeed rank#14
Score62.5
UpdatedSep 1, 2026
Confidence2
SWE-bench ProV3 evidence
LMSpeed rank#19
Score58.4
UpdatedSep 1, 2026
Confidence2
NL2RepoV3 evidence
LMSpeed rank#8
Score42.7
UpdatedSep 1, 2026
Confidence2
SWE-RebenchV3 evidence
LMSpeed rank#3
Score62.7
UpdatedSep 1, 2026
Confidence2
Vibe Code BenchV3 evidence
LMSpeed rank#14
Score31.5
UpdatedSep 1, 2026
Confidence2
AA Coding Index
LMSpeed rank#34
Score55.8
UpdatedSep 1, 2026
Confidence2
AA-SciCodeV3 evidence
LMSpeed rank#51
Score43.8
UpdatedSep 1, 2026
Confidence2
OpenHarmony Bench
LMSpeed rank#5
Score52.3
UpdatedSep 1, 2026
Confidence2

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score53.880% interval43.0–64.62/4 Measured dimensionsGPQA86.8%#51 / 213HLE30.1%#51 / 210
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning55.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.21 · q 1.00
gpqa · gpqa · z 0.42 · q 1.00
hle · hle · z 0.58 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification51.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -0.13 · q 1.00
GPQAV3 evidence
LMSpeed rank#51
Score86.8%
UpdatedSep 1, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#51
Score30.1%
UpdatedSep 1, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#59
Score68.0
UpdatedSep 1, 2026
Confidence2
CritPtV3 evidence
LMSpeed rank#46
Score4.6
UpdatedSep 1, 2026
Confidence2

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score55.480% interval41.4–69.41/4 Measured dimensionsKnowledge score75.7#20 / 69GPQA-D86.2#28 / 31
Dimensions and evidence
Broad knowledge55.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z 0.17 · q 1.00
benchlm_category_knowledge · benchlm_category_knowledge · z 0.57 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Knowledge scoreV3 evidence
LMSpeed rank#20
Score75.7
UpdatedSep 1, 2026
Confidence2
GPQA-D
LMSpeed rank#28
Score86.2
UpdatedSep 1, 2026
Confidence2
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#39
Score41.0
UpdatedSep 1, 2026
Confidence2
AA-GPQA Diamond
LMSpeed rank#47
Score86.8
UpdatedSep 1, 2026
Confidence2
AA-HLE
LMSpeed rank#43
Score30.1
UpdatedSep 1, 2026
Confidence2
AA-Omniscience IndexV3 evidence
LMSpeed rank#35
Score0.9
UpdatedSep 1, 2026
Confidence2
AA-Omniscience Accuracy
LMSpeed rank#75
Score23.7
UpdatedSep 1, 2026
Confidence2
AA-Omniscience Hallucination Rate
LMSpeed rank#94
Score29.9
UpdatedSep 1, 2026
Confidence2

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score51.780% interval42.6–60.73/4 Measured dimensionsMath score64.5#24 / 62AIME2695.3#7 / 14
Dimensions and evidence
Foundational mathPrior only
Competition math48.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime2026 · z 0.00 · q 1.00
hmmt · hmmt_feb2026 · z -0.62 · q 1.00
hmmt · hmmt_nov2025 · z 0.32 · q 1.00
Advanced proofs54.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
frontiermath · frontier_math_v2_tier4 · z 0.43 · q 1.00
frontiermath · frontier_math_v2_tiers13 · z 0.27 · q 1.00
Applied & tool-assisted math52
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmanswer · mm_answer_bench · z 0.32 · q 1.00
Math score
LMSpeed rank#24
Score64.5
UpdatedSep 1, 2026
Confidence2
AIME26V3 evidence
LMSpeed rank#7
Score95.3
UpdatedSep 1, 2026
Confidence2
HMMT Nov 2025V3 evidence
LMSpeed rank#4
Score94.0
UpdatedSep 1, 2026
Confidence2
HMMT Feb 2026V3 evidence
LMSpeed rank#18
Score82.6
UpdatedSep 1, 2026
Confidence2
MMAnswerBenchV3 evidence
LMSpeed rank#4
Score83.8
UpdatedSep 1, 2026
Confidence2
FrontierMath v2 (Tiers 1-3)V3 evidence
LMSpeed rank#17
Score33.4
UpdatedSep 1, 2026
Confidence2
FrontierMath v2 (Tier 4)V3 evidence
LMSpeed rank#16
Score12.5
UpdatedSep 1, 2026
Confidence2

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

80% interval30.8–69.20/4 Measured dimensionsDesign Arena Website1290.0#18 / 75
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
Design Arena Website
LMSpeed rank#18
Score1290.0
UpdatedSep 1, 2026
Confidence2

Instruction following

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.880% interval38.8–70.81/4 Measured dimensionsAA-IFBench76.3#11 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization54.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z 0.37 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#11
Score76.3
UpdatedSep 1, 2026
Confidence2

OpenRouter endpoints

16 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
Alibaba
alibaba/fp8
$1.33/M$4.18/M100%undefined tokens / undefined tokens
Baidu
baidu/fp8
$1.40/M$4.40/M100.0%undefined tokens / undefined tokens
Novita
novita/fp8
$1.38/M$4.40/M100.0%undefined tokens / undefined tokens
SiliconFlow
siliconflow/fp8
$1.19/M$3.74/M99.9%undefined tokens / undefined tokens
AtlasCloud
atlas-cloud/fp8
$1.26/M$3.96/M99.9%undefined tokens / undefined tokens
Z.AI
z-ai/fp8
$1.40/M$4.40/M99.9%undefined tokens / undefined tokens
StreamLake
streamlake/fp8
$0.966/M$3.04/M99.9%undefined tokens / undefined tokens
Friendli
friendli
$1.40/M$4.40/M99.9%undefined tokens / undefined tokens
DeepInfra
deepinfra/fp4
$1.05/M$3.50/M99.7%undefined tokens / undefined tokens
Crusoe
crusoe/fp8
$1.20/M$4.40/M99.1%undefined tokens / undefined tokens
GMICloud
gmicloud/fp8
$0.910/M$2.86/M98.3%undefined tokens / undefined tokens
DigitalOcean
digitalocean
$1.30/M$4.30/M97.8%undefined tokens / undefined tokens
Nebius
nebius/fp8
$1.40/M$4.40/M97.3%undefined tokens / undefined tokens
Venice
venice/fp8
$1.54/M$4.84/M91.6%undefined tokens / undefined tokens
Chutes
chutes/fp8
$0.980/M$3.08/M91.1%undefined tokens / undefined tokens
Phala
phala
$1.21/M$4.20/M90.4%undefined tokens / undefined tokens

Pricing Comparison

Compare GLM-5.1 API pricing across 245 providers. Prices range from $0.0020/request to $749250.00/M. 3173721 API offers the lowest rate at $0.0020/request. 3 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
98%
glm-5.1
临时渠道
-94%$0.082/M
Cache read$0.018/M
-93%$0.329/M
148.1 t/s
5.30 s
L1
98%
z-ai/glm-5.1
临时渠道
-99%$0.017/M
Cache read$0.0037/M
-99%$0.054/M
L1
99%
L2
93%
z-ai/glm-5.1
default
-19%$1.12/M
Cache read$0.208/M
-20%$3.52/M
97.8 t/s
17.08 s
L1
93%
glm-5.1
default
$75.00/M
$75.00/M
57.4 t/s
5.14 s
L1
0%
glm-5.1
default
$6.00/M
Cache read$1.20/M
$24.00/M
57.1 t/s
1.18 s
L1
43%
zai-org/GLM-5.1
default
$75.00/M
$75.00/M
46.5 t/s
10.25 s
L1
43%
glm-5.1
default
$75.00/M
$75.00/M
L1
100%
glm-5.1
default
$6.86/M
$21.56/M
44.8 t/s
10.15 s
L1
99%
glm-5.1
default
-20%$1.10/M
Cache read$0.268/M
-7%$4.08/M
41.9 t/s
15.34 s
L1
100%
glm-5.1
performance
$9.00/M
Cache read$1.95/M
$36.00/M
41.2 t/s
4.21 s
L1
99%
glm-5.1
user
$6.00/M
$6.00/M
37.0 t/s
20.15 s
L1
100%
glm-5.1
default
-70%$0.411/M
Cache read$0.090/M
-63%$1.64/M
L1
100%
GLM-5.1
default
$0.080/request
-
L1
100%
glm-5.1
sale
$3.00/M
$12.00/M
L1
99%
L2
0%
z-ai/glm-5.1
default
-36%$0.880/M
Cache read$0.200/MCache write$0.200/MCache write 1h$0.320/M
-36%$2.80/M
L1
100%
glm-5.1
default
-40%$0.822/M
Cache read$0.181/M
-25%$3.29/M
L1
100%
glm-5.1
default
-44%$0.767/M
-69%$1.38/M
L1
100%
glm-5.1
default
-21%$1.10/M
-13%$3.84/M
L1
100%
glm-5.1
default
-76%$0.336/M
Cache read$0.062/M
-76%$1.05/M
L1
100%
L2
0%
glm-5.1
default
-37%$0.870/M
Cache read$0.170/M
-21%$3.48/M
Showing 20 model IDs of 104.

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does GLM-5.1 include?
LMSpeed shows GLM-5.1 benchmark context, API price, output speed, first-token latency, and provider data across 248 providers when those signals are available.
What is the GLM-5.1 API price?
GLM-5.1 has pricing from 248 providers, ranging from $0.0020/request to $749250.00/M. 3173721 API has the lowest listed price.
What does the GLM-5.1 API pricing table include?
The GLM-5.1 API pricing table compares 248 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest GLM-5.1 API pricing?
3173721 API currently has the lowest listed GLM-5.1 price at $0.0020/request across 248 providers.
Can I compare GLM-5.1 API price and speed together?
Yes. LMSpeed shows GLM-5.1 API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GLM-5.1 API free?
Yes, GLM-5.1 free API options are available through 3 providerundefined other undefined} on LMSpeed, including Moyanjdc API, Zero API, Dext API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get GLM-5.1 free API access?
LMSpeed currently lists 3 free API providerundefined other undefined} for GLM-5.1: Moyanjdc API, Zero API, Dext API. Check each provider row before using it because free tier limits can change.

Also known as

GLM-5-1GLM-5.1GLM-5.1(nsfw)GLM-5.1-免费Pro/zai-org/GLM-5.1

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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