Anthropic
·Released on Mar 13, 2024

Claude 3 Haiku API Benchmarks, Pricing & Provider Data

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LLM

Claude 3 Haiku benchmark, API pricing, and provider data cover 21 API providers, with prices starting at $0.034/M.

Anthropic Claude 3 Haiku is optimized for speed and scale in customer support, routing, and low-latency chat applications.

Quality
0.0
LMSpeed score
Cost
#44of 180
$0.034/ 1M · 8:1 in:out
$0.0055 in · $0.029 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.Agents38.1Coding32.9Reasoning36Knowledge39.3Math36.4Multilingual-Multimodal-Instruction following42.2
#1Instruction following42.2Provisional1/4 Measured dimensions
80% interval: 26.258.2
constraint followingPrior only
structured outputPrior only
novel instruction generalization42.2
ifbench · aa_if_bench
long multiturn instructionPrior only
#2Knowledge39.3Provisional1/4 Measured dimensions
80% interval: 23.355.3
broad knowledge39.3
aa_omniscience · aa_omniscience_index
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#3Agents38.1Provisional1/4 Measured dimensions
80% interval: 22.154.1
planningPrior only
tool use38.1
tau · tau2_bench
environment executionPrior only
recovery reliabilityPrior only
#4Math36.4Estimated2/4 Measured dimensions
80% interval: 24.548.2
foundational math36.8
math_500 · math_500
competition math36
aime · aime
proof frontierPrior only
applied tool mathPrior only
#5Reasoning36Estimated2/4 Measured dimensions
80% interval: 25.346.8
abstract logicPrior only
scientific causal39.2
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification32.9
lcr · lcr
#6Coding32.9Provisional1/4 Measured dimensions
80% interval: 18.946.8
code generation32.9
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
No data:MultilingualMultimodal

Specifications

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

INPUT
200Ktokens
240 pages of text
OUTPUT
4.1Ktokens
8K128K1M4M
200K

Features

Technical Details

Input
Output
Released
Mar 2024
Knowledge cutoff
2023-08-31
Documentation
Tokenizer
Claude
Architecture
text+image->text
Moderated
Yes
Supported parameters
max_tokensstoptemperaturetool_choicetoolstop_ktop_p

Rankings

Excels at

It's decent at

Falls behind in

Detailed scores

Updated: Aug 31, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.250/M#44 / 180Output price$1.25/M#60 / 180
Input price
LMSpeed rank#44
Score$0.250/M
UpdatedAug 31, 2026
Confidence4
Output price
LMSpeed rank#60
Score$1.25/M
UpdatedAug 31, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Provisional

Score38.180% interval22.1–54.11/4 Measured dimensionsΤ²-bench results21.1#77 / 82
Dimensions and evidence
Planning & decompositionPrior only
Tool use38.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z -1.70 · q 1.00
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only
Τ²-bench resultsV3 evidence
LMSpeed rank#77
Score21.1
UpdatedAug 14, 2026
Confidence1

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score32.980% interval18.9–46.81/4 Measured dimensionsLiveCodeBench15.4%#111 / 115SciCode18.6%#197 / 205
Dimensions and evidence
Code generation32.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -1.07 · q 1.00
scicode · scicode · z -2.14 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#111
Score15.4%
UpdatedAug 31, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#197
Score18.6%
UpdatedAug 31, 2026
Confidence4
AA-SciCodeV3 evidence
LMSpeed rank#106
Score18.6
UpdatedAug 14, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score3680% interval25.3–46.82/4 Measured dimensionsGPQA37.4%#203 / 212HLE4.1%#174 / 209
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning39.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z -0.72 · q 1.00
gpqa · gpqa · z -1.64 · q 1.00
hle · hle · z -0.86 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification32.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z -2.64 · q 1.00
GPQAV3 evidence
LMSpeed rank#203
Score37.4%
UpdatedAug 31, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#174
Score4.1%
UpdatedAug 31, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#97
Score25.0
UpdatedAug 14, 2026
Confidence1

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score39.380% interval23.3–55.31/4 Measured dimensionsArtificial Analysis Intelligence Index3.5#111 / 111AA-GPQA Diamond37.4#107 / 108
Dimensions and evidence
Broad knowledge39.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z -1.51 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#111
Score3.5
UpdatedAug 14, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#107
Score37.4
UpdatedAug 14, 2026
Confidence1
AA-HLE
LMSpeed rank#99
Score4.1
UpdatedAug 14, 2026
Confidence1
AA-Omniscience Accuracy
LMSpeed rank#92
Score17.6
UpdatedAug 14, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#42
Score80.5
UpdatedAug 14, 2026
Confidence1

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score36.480% interval24.5–48.22/4 Measured dimensionsAIME1.0%#67 / 68MATH-50039.4%#72 / 73
Dimensions and evidence
Foundational math36.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -1.73 · q 1.00
Competition math36
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z -1.89 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#67
Score1.0%
UpdatedAug 31, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#72
Score39.4%
UpdatedAug 31, 2026
Confidence4

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 dimensionsAA-MMMU-Pro30.8#64 / 65
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
AA-MMMU-Pro
LMSpeed rank#64
Score30.8
UpdatedAug 14, 2026
Confidence1

Instruction following

V3.0

undefined metric} other undefined metrics}} · Provisional

Score42.280% interval26.2–58.21/4 Measured dimensionsAA-IFBench36.1#78 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization42.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z -1.32 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#78
Score36.1
UpdatedAug 14, 2026
Confidence1

OpenRouter endpoints

1 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
Amazon Bedrock
amazon-bedrock
$0.250/M$1.25/M100.0%undefined tokens / undefined tokens

Pricing Comparison

Compare Claude 3 Haiku API pricing across 21 providers. Prices range from $0.034/M to $2.00/M. DuckDuck API offers the lowest rate at $0.034/M.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
claude-3-haiku-20240307
test
-86%$0.034/M
Cache read$0.0034/MCache write$0.043/MCache write 1h$0.068/M
-86%$0.171/M
L1
99%
claude-3-haiku-20240307
claude aws 官2
-38%$0.154/M
Cache read$0.015/M
-38%$0.771/M
L1
100%
claude-3-haiku-20240307
claude官
$1.25/M
Cache read$0.125/MCache write$1.56/MCache write 1h$2.50/M
$6.25/M
L1
100%
claude-3-haiku-20240307
Claudecode-求稳分组
$0.300/M
$1.50/M
L1
99%
claude-3-haiku-20240307
claude官
-32%$0.171/M
Cache read$0.017/MCache write$0.214/MCache write 1h$0.342/M
-32%$0.856/M
L1
100%
claude-3-haiku-20240307
default
-86%$0.034/M
Cache read$0.0034/MCache write$0.043/MCache write 1h$0.068/M
-86%$0.171/M
L1
0%
claude-3-haiku-20240307
claude官
$0.257/M
Cache read$0.026/MCache write$0.321/MCache write 1h$0.514/M
$1.28/M
L1
0%
claude-3-haiku-20240307
default
$0.250/M
$1.25/M
L1
0%
anthropic/claude-3-haiku
default
$0.250/M
$1.25/M
L1
0%
claude-3-haiku-20240307
claude官
-32%$0.171/M
Cache read$0.017/MCache write$0.214/MCache write 1h$0.342/M
-32%$0.856/M
L1
0%
claude-3-haiku-20240307
default
$1.75/M
Cache read$0.175/MCache write$2.19/MCache write 1h$3.50/M
$8.75/M

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Frequently Asked Questions

What benchmark data does Claude 3 Haiku include?
LMSpeed shows Claude 3 Haiku benchmark context, API price, output speed, first-token latency, and provider data across 21 providers when those signals are available.
What is the Claude 3 Haiku API price?
Claude 3 Haiku has pricing from 21 providers, ranging from $0.034/M to $2.00/M. DuckDuck API has the lowest listed price.
What does the Claude 3 Haiku API pricing table include?
The Claude 3 Haiku API pricing table compares 21 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest Claude 3 Haiku API pricing?
DuckDuck API currently has the lowest listed Claude 3 Haiku price at $0.034/M across 21 providers.
Is Claude 3 Haiku API free?
Claude 3 Haiku does not currently have a free API tier on LMSpeed. All 21 providers charge per token.

Also known as

anthropic/claude-3-haikuclaude-3-haikuclaude-3-haiku-20240307claude-3-haiku-20241022

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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