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ModelScale

Grok 4.3

xAI · Proprietary · rank 61 · bench-align-v5

Canonical idgrok-4-3
Overall score59.81
Context window1M tokens
Release date2026-04-30
Access typeProprietary
Blended $/1M$1.5675% input / 25% output

Capability shape

Seven axes from the ranking source. A missing axis is drawn as a gap.

Capability evidence

Agentic67.3
Coding59.3
Knowledge56.3
Reasoning65.2
Multimodal & Grounded65.6
Instruction Following94.4
MathUnavailable

Runtime service evidence

Measured values with the date they were observed. Nothing is inferred from a sibling model or a provider claim.

Time to first token: latency to the first answer chunk (Artificial Analysis, via BenchLM). Reasoning models include thinking time, so values can run to tens or hundreds of seconds.

Evidence key: Observed

Runtime measurements
MeasurementValueObservedLast goodEvidence
Time to first token17.38 s2026-09-172026-09-17
Throughput115 tok/s2026-09-172026-09-17

Regional or per-endpoint measurements appear only when the API supplies them; none are modelled here.

Endpoint and price matrix

Every published price component, including cache reads and writes.

Price components
ComponentUSDEvidence
Input / 1M tokens$1.25
Output / 1M tokens$2.50
Cache read / 1M tokens$0.20
Cache write / 1M tokensUnavailable
Blended / 1M (75% input / 25% output)$1.56
Self-hosted listingxAI's official July 2026 pricing page lists grok-4.3 at $1.25 input / $0.20 cached input / $2.50 output per million tokens below 200K tokens, with a 1M context window. Requests at or above 200K use the $2.50 / $0.40 / $5.00 long-context tier; BenchLM stores the short-context rate.The rates above are a hosted price matched from another provider, not a first-party list price.

Workload-aware monthly cost example

10 conversations per day × 8 messages × 22 active days, 1200 input and 400 output tokens per message, no cache. This uses the same calculator as the cost simulator, so an unavailable applicable rate makes the example unavailable too.

Modelled monthly cost$4.40
Modelled tokens2.82M
Open the simulatorChange this workload

Benchmark record

30 matched benchmark rows with their published value, unit, and provenance.

Knowledge

Knowledge benchmarks
BenchmarkValueTasksDifficultyProvenance
GPQA
Graduate-Level Google-Proof Q&A
90.1448 questionsGraduate levelGPQA: A Graduate-Level Google-Proof Q&A Benchmark
HLE
Humanity's Last Exam
35Expert-level questionsFrontier expert levelHumanity's Last Exam
Artificial Analysis Intelligence Index
Artificial Analysis Intelligence Index
37.6Cross-benchmark intelligence indexDisplay-only external referenceArtificial Analysis
AA-GPQA Diamond
Artificial Analysis GPQA Diamond
90.1Graduate-level science questionsGraduate-level science reasoningArtificial Analysis GPQA Diamond Benchmark Leaderboard
AA-HLE
Artificial Analysis Humanity's Last Exam
37.2Expert-level questionsFrontier expert reasoningArtificial Analysis Humanity's Last Exam Benchmark Leaderboard
AA-Omniscience Index
Artificial Analysis Omniscience Index
18.0Knowledge questionsBroad factual knowledgeAA-Omniscience: Knowledge and Hallucination Benchmark
AA-Omniscience Accuracy
Artificial Analysis Omniscience Accuracy
34.6Knowledge questionsBroad knowledgeArtificial Analysis model benchmarks
AA-Omniscience Hallucination Rate
Artificial Analysis Omniscience Hallucination Rate
25.0Knowledge questionsFactualityArtificial Analysis model benchmarks
GPQA Diamond (Vals)
GPQA Diamond, Vals AI run
91.4Graduate-level science questionsExpert reasoningVals AI GPQA Diamond, Vals AI run leaderboard
MMLU-Pro (Vals)
MMLU-Pro, Vals AI run
85.8Academic multiple-choice questionsBroad academic knowledgeVals AI MMLU-Pro, Vals AI run leaderboard

Coding

Coding benchmarks
BenchmarkValueTasksDifficultyProvenance
SciCode
Scientific Code Benchmark
47.3BenchLM
AA Coding Index
Artificial Analysis Coding Index
42.3Cross-benchmark coding indexDisplay-only external referenceArtificial Analysis model leaderboards
AA-SciCode
Artificial Analysis SciCode
48.3Scientific coding subproblemsScientific programmingArtificial Analysis SciCode Benchmark Leaderboard
LiveCodeBench (Vals)
LiveCodeBench, Vals AI run
84.5Competitive programming problems (easy, medium, hard)Frontier codingVals AI LiveCodeBench, Vals AI run leaderboard
SWE-bench (Vals)
SWE-bench, Vals AI run
71.4Real repository issues by human time bucketFrontier coding agentsVals AI SWE-bench, Vals AI run leaderboard

Reasoning

Reasoning benchmarks
BenchmarkValueTasksDifficultyProvenance
AA-LCR
Artificial Analysis Long Context Reasoning
64.3Long-context reasoning tasksLong-context reasoningArtificial Analysis model benchmarks
CritPt
Critical Physics Tasks
8.0Research-level physics questionsResearch-level physics reasoningCritPt Benchmark Leaderboard

Instruction Following

Instruction Following benchmarks
BenchmarkValueTasksDifficultyProvenance
IFBench
Instruction Following Benchmark
81.3BenchLM
AA-IFBench
Artificial Analysis IFBench
81.3Verifiable instruction constraintsInstruction precisionArtificial Analysis IFBench Benchmark Leaderboard

Agentic

Agentic benchmarks
BenchmarkValueTasksDifficultyProvenance
GDPval-AA
GDPval-AA
1018Agentic real-world work tasksProfessional agentic workflowsDeepSeek-V4 Technical Report
GDPval-AA
GDPval-AA normalized
29.2Economically valuable tasksProfessional agentic workflowsArtificial Analysis model benchmarks
AA Agentic Index
Artificial Analysis Agentic Index
17.2Cross-benchmark agentic indexDisplay-only external referenceArtificial Analysis model leaderboards
APEX-Agents-AA
APEX-Agents-AA
17.0452 professional-services agent tasksLong-horizon workplace agent tasksAPEX-Agents-AA Benchmark Leaderboard
Gert Labs
Gert Labs Composite Game Benchmark
43.86Novel game environmentsAgentic coding and decision-makingGert Labs rankings
τ²-bench results
τ²-Bench Tool-Agent-User Evaluation
97.7Airline, retail, and telecom customer-service task setsDual-control customer-service workflowsτ²-Bench: Evaluating Conversational Agents in a Dual-Control Environment
ResearchClawBench
ResearchClawBench
12.440 tasks across 10 scientific domainsScientific research re-discoveryResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research
Terminal-Bench 2.1 (Vals)
Terminal-Bench 2.1, Vals AI run
41.9Difficult terminal tasksFrontier agenticVals AI Terminal-Bench 2.1, Vals AI run leaderboard

Multimodal & Grounded

Multimodal & Grounded benchmarks
BenchmarkValueTasksDifficultyProvenance
MMMU-Pro
Massive Multi-discipline Multimodal Understanding Pro
78.1Multimodal academic reasoningFrontier multimodalMMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark
AA-MMMU-Pro
Artificial Analysis MMMU-Pro
78.1Multimodal academic reasoningFrontier multimodalArtificial Analysis MMMU-Pro Benchmark Leaderboard
Design Arena Website
Design Arena Website Elo
1206Website generation comparisonsDesign and website generationOpenRouter Grok 4.3 benchmarks

Lifecycle and limitations log

Lifecycle events the source associates with this model, plus what this profile does not claim.

No lifecycle event references this model.

That is not evidence the model has no lifecycle plan — only that this source published none.

What this profile does not claimValues are reproduced exactly as their sources published them, in the units those sources declared; none are converted, interpolated, or averaged across providers. Any field marked unavailable was attempted and not returned — the attempt timestamp is in each badge. Last attempted fetch for this model’s score: 2026-09-17 17:17 UTC.