CompareLLM
CompareLLM.ai
Live
Explore
Compare
Decide
Track
Learn
…
CompareLLM
CompareLLM.ai
Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

Daily ingest · 06:00 UTC

Analytics & Benchmarks

  • AI Model Leaderboard
  • Head-to-Head Compare Hub
  • Models Directory
  • Stack Engine Presets
  • Frontier Models
  • Open Weights Catalog

Guides & Intent Lists

  • Best LLM Lists (2026)
  • Best Coding LLM
  • Best Cheap LLM
  • Fastest Low-Latency LLM
  • Claude vs GPT Benchmark
  • What is Elo?
  • Methodology Guides
  • News & Dispatches

Transparency & API

  • Evaluation Methodology
  • Benchmark Changelog
  • Public JSON API
  • llms.txt Specification
  • Privacy Policy
  • Sign In / Account

© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

Theme:
Currency:
  1. Home
  2. Comparisons
  3. OpenAI: GPT-4o (batch) vs Llama 4 Maverick

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

OpenAI: GPT-4o (batch) vs Llama 4 Maverick benchmark

In this head-to-head showdown, Llama 4 Maverick is more budget-friendly at $0.8/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose OpenAI: GPT-4o (batch) if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Llama 4 Maverick if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
Share Analysis:Share:
WhatsAppTelegramXLinkedIn
Executive Verdict Summary

Llama 4 Maverick holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench
Llama 4 MaverickTop code solve rate
ReasoningGPQA / Live
Llama 4 MaverickTop logical accuracy
Best Value$/1M Tok
Llama 4 MaverickLowest API billing cost
Speed / TokTok/Sec
Llama 4 MaverickFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

OpenAI: GPT-4o (batch) (0)Llama 4 Maverick (3)
OpenAI: GPT-4o (batch)
0 of 3 Wins
Competitive baseline across remaining benchmarks
Llama 4 Maverick
3 of 3 Wins
✓Input price✓Output price✓Context window
OpenAI
OpenAI: GPT-4o (batch)

Auto-discovered from OpenRouter (openai/gpt-4o:batch). Preview until a second source matches.

In: $1.25 · Out: $5/1M
Meta
Leads 3 of 3
Llama 4 Maverick

Meta natively multimodal open-weight flagship.

Elo 1,468In: $0.2 · Out: $0.8/1M
Top Rival Showdowns for OpenAI: GPT-4o (batch)
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderLlama 4 Maverick Wins

Llama 4 Maverick

$0.7999999999999999 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

OpenAI: GPT-4o (batch) (0)vsLlama 4 Maverick (10)
OpenAI: GPT-4o (batch): 0W (0%)Overall: Llama 4 MaverickLlama 4 Maverick: 10W (100%)
← OpenAI: GPT-4o (batch)Llama 4 Maverick →
🏆Llama 4 Maverick Leads(5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
OpenAI: GPT-4o (batch)vsLlama 4 Maverick
Preference Elo
—vs1,468
Coding Elo
—vs1,452
SWE-bench
—vs57.1%
LiveBench
—vs62.8%
GPQA Diamond
—vs74.6%
OpenAI: GPT-4o (batch): 0WLlama 4 Maverick: 5W
🏆Llama 4 Maverick Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
OpenAI: GPT-4o (batch)vsLlama 4 Maverick
Output speed
—vs130 tok/s
Time to first token
—vs170 ms
OpenAI: GPT-4o (batch): 0WLlama 4 Maverick: 2W
🏆Llama 4 Maverick Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
OpenAI: GPT-4o (batch)vsLlama 4 Maverick
Output price
$5/1Mvs$0.8/1M+$4.2/1M
Input price
$1.25/1Mvs$0.2/1M+$1.05/1M
Context window
128kvs1M+921k
OpenAI: GPT-4o (batch): 0WLlama 4 Maverick: 3W

Side-by-Side Benchmark Matrix

OpenAI: GPT-4o (batch)Llama 4 Maverick
Preference Elo
OpenAI: GPT-4o (batch)—
Llama 4 Maverick1,468
Coding Elo
OpenAI: GPT-4o (batch)—
Llama 4 Maverick1,452
LiveBench
OpenAI: GPT-4o (batch)—
Llama 4 Maverick62.8%
SWE-bench
OpenAI: GPT-4o (batch)—
Llama 4 Maverick57.1%
GPQA Diamond
OpenAI: GPT-4o (batch)—
Llama 4 Maverick74.6%
Time to first token
OpenAI: GPT-4o (batch)—
Llama 4 Maverick170 ms
Output speed
OpenAI: GPT-4o (batch)—
Llama 4 Maverick130 tok/s
Input priceLlama 4 Maverick +$1.05/1M
OpenAI: GPT-4o (batch)$1.25/1M
Llama 4 Maverick$0.2/1M
Output priceLlama 4 Maverick +$4.2/1M
OpenAI: GPT-4o (batch)$5/1M
Llama 4 Maverick$0.8/1M
Context windowLlama 4 Maverick +921k
OpenAI: GPT-4o (batch)128k
Llama 4 Maverick1M
BenchmarkOpenAI: GPT-4o (batch)Llama 4 MaverickAdvantage Delta
Preference Elo—
1,468
lmarena · Aug 17, 2026
—
Coding Elo—
1,452
lmarena · Aug 17, 2026
—
LiveBench—
62.8%
livebench · Aug 17, 2026
—
SWE-bench—
57.1%
swebench · Aug 17, 2026
—
GPQA Diamond—
74.6%
seed-bootstrap · Aug 1, 2026
—
Time to first token—
170 ms
seed-bootstrap · Aug 1, 2026
—
Output speed—
130 tok/s
seed-bootstrap · Aug 1, 2026
—
Input price
$1.25/1M
openrouter · Aug 17, 2026
$0.2/1M
openrouter · Aug 17, 2026
+$1.05/1M
Output price
$5/1M
openrouter · Aug 17, 2026
$0.8/1M
openrouter · Aug 17, 2026
+$4.2/1M
Context window
128k
openrouter · Aug 17, 2026
1M
openrouter · Aug 17, 2026
+921k

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save 84% with Llama 4 Maverick
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
OpenAI: GPT-4o (batch)$118.75 / mo
In: $43.75Out: $75
Llama 4 Maverick$19.00 / mo
In: $7Out: $12
Estimated Cost Delta

Llama 4 Maverick is estimated to save $99.75/month ($1,197/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Llama 4 Maverick:Pick Llama 4 Maverick when you are optimizing output cost.
  • 2
    Llama 4 Maverick:Pick Llama 4 Maverick for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatLlama 4 Maverick

Lower output list price ($0.8/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGLlama 4 Maverick

Larger window (1M).

Screenshots / visionLlama 4 Maverick

Llama 4 Maverick is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatLlama 4 MaverickLower output list price ($0.8/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGLlama 4 MaverickLarger window (1M).
Screenshots / visionLlama 4 MaverickLlama 4 Maverick is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareApr 9, 2026

Llama vs Claude: open-weight Meta versus the Anthropic crown

Hub remaps to top Meta vs top Anthropic Elo. Usually Maverick vs Opus 5.

launchApr 8, 2026

Llama 4 Maverick: Meta’s natively multimodal open-weight flagship

Apr 2026. The Llama vs Claude hub uses the top Meta Elo row — usually Maverick.

launchDec 6, 2024

Llama 3.3 70B stays as the previous Meta 70B workhorse

Dec 2024 instruct 70B. Still a self-host baseline. Llama 4 is the 2026 buy.

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

Sign in to cast your verified vote, bookmark models, and participate in benchmark discussions.Sign In to Post

No comments posted on this matchup yet. Be the first to share an evaluation note!

Social Share Card Preview

Dynamic OpenGraph banner generated at /compare/gpt-4o-batch-vs-llama-4-maverick/opengraph-image

Save PNG

CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

OpenAI: GPT-4o (batch)

Elo n/a
SWE-bench—
Speed (tok/s)128k
Input / 1M Tokens$1.25/1M
Output / 1M Tokens$5/1M
Meta

Llama 4 Maverick

Elo 1,468
SWE-bench57.1%
Speed (tok/s)130 tok/s
Input / 1M Tokens$0.2/1M
Output / 1M Tokens$0.8/1M

Frequently Asked Questions

Which is better overall, OpenAI: GPT-4o (batch) or Llama 4 Maverick?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, OpenAI: GPT-4o (batch) or Llama 4 Maverick?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
Llama 4 Maverick output tokens are $0.8/1M versus $5/1M. Input prices and retry rates still move the real bill.
Which is faster, OpenAI: GPT-4o (batch) or Llama 4 Maverick?
We do not have TTFT for both models.
Which has the larger context window?
Llama 4 Maverick accepts 1M tokens versus 128k.
Can I self-host either model?
Llama 4 Maverick is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. OpenAI: GPT-4o (batch) and Llama 4 Maverick Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Apr 9, 2026

    Llama vs Claude: open-weight Meta versus the Anthropic crown

  • launch · Apr 8, 2026

    Llama 4 Maverick: Meta’s natively multimodal open-weight flagship

  • launch · Dec 6, 2024

    Llama 3.3 70B stays as the previous Meta 70B workhorse

Similar Head-to-Head Comparisons

All OpenAI: GPT-4o (batch) matchups →|All Llama 4 Maverick matchups →
Llama 4 Maverick vs Llama 3.3 70B (previous llama)Llama 4 Maverick vs Llama 4 Scout (next llama)GPT-5 vs Llama 4 MaverickGPT-4.5 Orion vs Llama 4 MaverickGPT-5.6 Sol vs Llama 4 MaverickGPT-5.6 Terra vs Llama 4 Maverick