OpenAI
·Released on Feb 24, 2026

GPT-5.3 Codex API Benchmarks, Pricing & Provider Data

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GPT-5.3 Codex benchmark, API pricing, and provider data cover 667 API providers, with prices starting at $0.0068/request. GPT-5.3 Codex free API options are available from 6 providers. The page also shows measured API speed and first-token latency.

OpenAI GPT-5.3 Codex is a code-specialized variant in the GPT-5 series, optimized for code generation, debugging, and software development tasks.

Quality
#28of 100
64.0
LMSpeed score
Speed
#24of 76
78char/s
3.91 s
Cost
#136of 180
$0.0068/ 1M · 8:1 in:out
$0.0011 in · $0.0058 out

Category Performance

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

Coverage
5 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents52.7Coding58.3Reasoning59.7Knowledge54.4Math-Multilingual-Multimodal-Instruction following54.4
#1Reasoning59.7Estimated2/4 Measured dimensions
80% interval: 48.970.4
abstract logicPrior only
scientific causal62.2
critpt · critpt / gpqa · gpqa / hle · hle
multistep constraintsPrior only
evidence verification57.1
lcr · lcr
#2Coding58.3RatedGlobal rank #93/4 Measured dimensions
80% interval: 49.866.9
code generation61.1
scicode · scicode
repository engineering55.9
swe_pro · swe_pro / vibecode · vibe_code_bench
debugging testing58
swe_rebench · swe_rebench / swe_verified · swe_verified
tooling qualityPrior only
#3Instruction following54.4Provisional1/4 Measured dimensions
80% interval: 38.470.4
constraint followingPrior only
structured outputPrior only
novel instruction generalization54.4
ifbench · aa_if_bench
long multiturn instructionPrior only
#3Knowledge54.4Provisional1/4 Measured dimensions
80% interval: 38.470.4
broad knowledge54.4
aa_omniscience · aa_omniscience_index
professional knowledgePrior only
factualityPrior only
retrieval open bookPrior only
#5Agents52.7RatedGlobal rank #284/4 Measured dimensions
80% interval: 46.159.3
planning54.3
deep_planning · gert_labs
tool use50.9
tau · tau2_bench
environment execution53.2
osworld · os_world_verified / terminalbench · benchlm_agentic_terminal_bench2
recovery reliability52.5
jobbench · job_bench
No data:MathMultilingualMultimodal

Specifications

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

INPUT
400Ktokens
480 pages of text
OUTPUT
128Ktokens
8K128K1M4M
400K

Features

Technical Details

Input
Output
Released
Feb 2026
Documentation
Tokenizer
GPT
Architecture
text+image+file->text
Moderated
Yes
Supported parameters
include_reasoningmax_completion_tokensmax_tokensreasoningreasoning_effortresponse_formatseedstructured_outputstool_choicetools

Rankings

Excels at

It's decent at

Falls behind in

Detailed scores

Updated: Aug 29, 2026

Overall

undefined metric} other undefined metrics}}

Overall score64.0#28 / 100
Overall score
LMSpeed rank#28
Score64.0
UpdatedAug 20, 2026
Confidence1

Speed & latency

undefined metric} other undefined metrics}}

Output speed125.8 tok/s#24 / 76Time to first token36.99 s#73 / 76
Output speed
LMSpeed rank#24
Score125.8 tok/s
UpdatedAug 29, 2026
Confidence4
Time to first token
LMSpeed rank#73
Score36.99 s
UpdatedAug 29, 2026
Confidence4

Pricing

undefined metric} other undefined metrics}}

Input price$1.75/M#136 / 180Output price$14.00/M#152 / 180
Input price
LMSpeed rank#136
Score$1.75/M
UpdatedAug 29, 2026
Confidence4
Output price
LMSpeed rank#152
Score$14.00/M
UpdatedAug 29, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · Rated

Score52.7#2880% interval46.1–59.34/4 Measured dimensionsAgentic score63.7#33 / 69Terminal-Bench 2.077.3#11 / 53
Dimensions and evidence
Planning & decomposition54.3
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
deep_planning · gert_labs · z 0.59 · q 1.00
Tool use50.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
tau · tau2_bench · z 0.00 · q 1.00
Environment & long-horizon execution53.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
osworld · os_world_verified · z -0.72 · q 1.00
terminalbench · benchlm_agentic_terminal_bench2 · z 0.97 · q 1.00
Recovery & completion reliability52.5
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
jobbench · job_bench · z 0.09 · q 1.00
Agentic score
LMSpeed rank#33
Score63.7
UpdatedAug 20, 2026
Confidence1
Terminal-Bench 2.0V3 evidence
LMSpeed rank#11
Score77.3
UpdatedAug 20, 2026
Confidence1
OSWorld-VerifiedV3 evidence
LMSpeed rank#21
Score64.7
UpdatedAug 20, 2026
Confidence1
Τ²-bench resultsV3 evidence
LMSpeed rank#42
Score86.0
UpdatedAug 20, 2026
Confidence1
Gert LabsV3 evidence
LMSpeed rank#13
Score57.5
UpdatedAug 20, 2026
Confidence1
JobBenchV3 evidence
LMSpeed rank#10
Score33.7
UpdatedAug 20, 2026
Confidence1

Coding

V3.0

undefined metric} other undefined metrics}} · Rated

Score58.3#980% interval49.8–66.93/4 Measured dimensionsSciCode53.2%#17 / 205Coding score62.5#14 / 81
Dimensions and evidence
Code generation61.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
scicode · scicode · z 1.35 · q 1.00
Repository engineering55.9
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_pro · swe_pro · z 0.00 · q 1.00
vibecode · vibe_code_bench · z 1.23 · q 1.00
Debugging & testing58
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
swe_rebench · swe_rebench · z -0.27 · q 1.00
swe_verified · swe_verified · z 1.89 · q 1.00
Tool-assisted development & qualityPrior only
SciCodeV3 evidence
LMSpeed rank#17
Score53.2%
UpdatedAug 29, 2026
Confidence4
Coding score
LMSpeed rank#14
Score62.5
UpdatedAug 20, 2026
Confidence1
SWE-bench VerifiedV3 evidence
LMSpeed rank#6
Score85.0
UpdatedAug 20, 2026
Confidence1
SWE-bench ProV3 evidence
LMSpeed rank#25
Score56.8
UpdatedAug 20, 2026
Confidence1
SWE-RebenchV3 evidence
LMSpeed rank#9
Score58.2
UpdatedAug 20, 2026
Confidence1
Vibe Code BenchV3 evidence
LMSpeed rank#4
Score61.8
UpdatedAug 20, 2026
Confidence1
AA-SciCodeV3 evidence
LMSpeed rank#20
Score53.2
UpdatedAug 20, 2026
Confidence1

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score59.780% interval48.9–70.42/4 Measured dimensionsGPQA91.5%#19 / 212HLE42.5%#19 / 209
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning62.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
critpt · critpt · z 0.80 · q 1.00
gpqa · gpqa · z 1.10 · q 1.00
hle · hle · z 1.00 · q 1.00
Multi-step constraintsPrior only
Evidence integration & verification57.1
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
lcr · lcr · z 0.59 · q 1.00
GPQAV3 evidence
LMSpeed rank#19
Score91.5%
UpdatedAug 29, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#19
Score42.5%
UpdatedAug 29, 2026
Confidence4
AA-LCRV3 evidence
LMSpeed rank#13
Score78.3
UpdatedAug 20, 2026
Confidence1
CritPtV3 evidence
LMSpeed rank#18
Score16.9
UpdatedAug 20, 2026
Confidence1

Knowledge

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.480% interval38.4–70.41/4 Measured dimensionsArtificial Analysis Intelligence Index45.5#25 / 111AA-GPQA Diamond91.5#19 / 108
Dimensions and evidence
Broad knowledge54.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aa_omniscience · aa_omniscience_index · z 0.50 · q 1.00
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only
Artificial Analysis Intelligence IndexV3 evidence
LMSpeed rank#25
Score45.5
UpdatedAug 20, 2026
Confidence1
AA-GPQA Diamond
LMSpeed rank#19
Score91.5
UpdatedAug 20, 2026
Confidence1
AA-HLE
LMSpeed rank#17
Score42.5
UpdatedAug 20, 2026
Confidence1
AA-Omniscience IndexV3 evidence
LMSpeed rank#21
Score10.9
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Accuracy
LMSpeed rank#8
Score52.9
UpdatedAug 20, 2026
Confidence1
AA-Omniscience Hallucination Rate
LMSpeed rank#21
Score89.2
UpdatedAug 20, 2026
Confidence1

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}} · 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-Pro78.5#20 / 65Design Arena Website1174.0#56 / 75
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only
AA-MMMU-Pro
LMSpeed rank#20
Score78.5
UpdatedAug 20, 2026
Confidence1
Design Arena Website
LMSpeed rank#56
Score1174.0
UpdatedAug 20, 2026
Confidence1

Instruction following

V3.0

undefined metric} other undefined metrics}} · Provisional

Score54.480% interval38.4–70.41/4 Measured dimensionsAA-IFBench75.4#19 / 84
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalization54.4
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
ifbench · aa_if_bench · z 0.32 · q 1.00
Multi-turn & long instructionsPrior only
AA-IFBenchV3 evidence
LMSpeed rank#19
Score75.4
UpdatedAug 20, 2026
Confidence1

OpenRouter endpoints

3 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
Azure
azure
$1.75/M$14/M100%undefined tokens / undefined tokens
OpenAI
openai/fast
$3.50/M$28/M100%undefined tokens / undefined tokens
OpenAI
openai
$1.75/M$14/M99.7%undefined tokens / undefined tokens

Pricing Comparison

Compare GPT-5.3 Codex API pricing across 661 providers. Prices range from $0.0068/request to $17482.50/M. KFCV50 offers the lowest rate at $0.0068/request. 6 providers offer free API credits or a free tier.

ProviderHealthModel VariantGroupInput ($/M)Output ($/M)Speed (t/s)First tokenAudit
L1
100%
gpt-5.3-codex-spark
default
$0.365/request
-
242.3 t/s+93%
2.95 s-92%
L1
100%
L2
0%
gpt-5.3-codex
gptpro
-96%$0.068/M
-96%$0.548/M
56.1 t/s
4.62 s-88%
L1
99%
gpt-5.3-codex
OpenAI-官key
$2.27/M
Cache read$0.228/MCache write$2.84/MCache write 1h$4.55/M
$18.20/M
21.1 t/s
2.44 s-93%
L1
100%
gpt-5.3-codex
azure-officially
-29%$1.25/M
Cache read$0.125/M
-29%$10.00/M
L1
100%
gpt-5.3-codex
default
-93%$0.120/M
Cache read$0.012/M
-93%$0.959/M
L1
100%
gpt-5.3-codex-spark
default
-93%$0.120/M
-93%$0.959/M
L1
100%
gpt-5.3-codex
default
$0.014/request
-
L1
100%
gpt-5.3-codex-high
default
$0.014/request
-
L1
100%
gpt-5.3-codex-low
default
$0.014/request
-
L1
100%
gpt-5.3-codex-medium
default
$0.014/request
-
L1
100%
gpt-5.3-codex-xhigh
default
$0.021/request
-
L1
100%
gpt-5.3-codex-2026-02-24
default
-86%$0.240/M
-86%$1.92/M
L1
100%
gpt-5.3-codex-openai-compact
default
-86%$0.240/M
-86%$1.92/M
L1
100%
gpt-5.3-codex-spark
default
-86%$0.240/M
-86%$1.92/M
L1
100%
gpt-5.3-codex-spark
codex
-71%$0.503/M
Cache read$0.050/M
-71%$4.03/M
L1
100%
gpt-5.3-codex
Codex
Free
Free
L1
100%
gpt-5.3-codex-spark
Codex
Free
Free
L1
100%
gpt-5.3-codex-spark
default
-86%$0.240/M
Cache read$0.024/M
-86%$1.92/M
L1
100%
gpt-5.3-codex
default
-97%$0.059/M
Cache read$0.0059/M
-97%$0.470/M
L1
100%
gpt-5.3-codex-spark
default
-97%$0.059/M
Cache read$0.0059/M
-97%$0.470/M
Showing 20 model IDs of 168.

Alternatives & Similar Models

Frequently Asked Questions

What benchmark data does GPT-5.3 Codex include?
LMSpeed shows GPT-5.3 Codex benchmark context, API price, output speed, first-token latency, and provider data across 667 providers when those signals are available.
What is the GPT-5.3 Codex API price?
GPT-5.3 Codex has pricing from 667 providers, ranging from $0.0068/request to $17482.50/M. KFCV50 has the lowest listed price.
What does the GPT-5.3 Codex API pricing table include?
The GPT-5.3 Codex API pricing table compares 667 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
Which provider has the cheapest GPT-5.3 Codex API pricing?
KFCV50 currently has the lowest listed GPT-5.3 Codex price at $0.0068/request across 667 providers.
Can I compare GPT-5.3 Codex API price and speed together?
Yes. LMSpeed shows GPT-5.3 Codex API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
Is GPT-5.3 Codex API free?
Yes, GPT-5.3 Codex free API options are available through 6 providerundefined other undefined} on LMSpeed, including 兔子API, 兔子API, 兔子API, 兔子API, Moyanjdc API. These providers offer free API credits or a free tier with no per-token charges.
Where can I get GPT-5.3 Codex free API access?
LMSpeed currently lists 6 free API providerundefined other undefined} for GPT-5.3 Codex: 兔子API, 兔子API, 兔子API, 兔子API, Moyanjdc API. Check each provider row before using it because free tier limits can change.

Also known as

15/gpt-5.3-codex-spark64/gpt-5.3-codex64/gpt-5.3-codex-sparkGPT-5.3-CodeX[图]/gpt-5.3-codex-spark

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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