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Grok 4.3 vs Llama 3.1 8B Instruct

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Grok 4.3 and Llama 3.1 8B Instruct.

xAI

Grok 4.3

Grok 4.3 is a reasoning model from xAI. It accepts text and image inputs with text output, and is suited for agentic workflows, instruction-following tasks, and applications requiring high factual...

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Meta

Llama 3.1 8B Instruct

Meta's latest class of model (Llama 3.1) launched with a variety of sizes & flavors. This 8B instruct-tuned version is fast and efficient. It has demonstrated strong performance compared to...

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Technical Specifications

SpecificationGrok 4.3Llama 3.1 8B Instruct
ProviderxAIMeta
Context Window1,000,000 tokens131,072 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)400 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-04-302024-07-23

API Pricing Comparison

Input Price per Million Tokens

Grok 4.3

$1.25

Llama 3.1 8B Instruct

$0.02

Output Price per Million Tokens

Grok 4.3

$2.50

Llama 3.1 8B Instruct

$0.03

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
9240.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct
MATHComplex mathematical problem solving
9100.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct
GPQAGraduate-level expert reasoning
8100.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Grok 4.3
Llama 3.1 8B Instruct

Grok 4.3 Quirks & Gotchas

  • โ–ธStrong coding performance โ€” competitive with Claude Sonnet at similar price point
  • โ–ธUpgrade to Grok 4.20 for improved reasoning and tool calling

Llama 3.1 8B Instruct Quirks & Gotchas

No developer gotchas reported.