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  3. GPT-4o mini vs Llama 4 Maverick

Pairwise benchmark snapshot · Aug 1, 2026

GPT-4o mini vs Llama 4 Maverick benchmark

In this head-to-head showdown, Llama 4 Maverick delivers higher overall intelligence and human-preferred responses (Elo 1,468 vs 1,272), while Llama 4 Maverick leads in SWE-bench software engineering benchmarks (57.1%), while GPT-4o mini is more budget-friendly at $0.6/1M 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 Llama 4 Maverick if your priority is peak reasoning, complex code generation, and top preference Elo. Choose GPT-4o mini if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

8 direct benchmark disciplines evaluated across capability, speed, and cost

GPT-4o mini (3)Llama 4 Maverick (5)
GPT-4o mini
3 of 8 Wins
✓Time to first token✓Output speed✓Input price
Llama 4 Maverick
5 of 8 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
OpenAI
Leads 3 of 8 metrics
GPT-4o mini

Legacy small OpenAI model. Useful as a cheap baseline.

4o MiniElo 1,272$0.6/1M out
Meta
Leads 5 of 8 metrics
Llama 4 Maverick

Meta natively multimodal open-weight flagship.

Elo 1,468$0.6/1M out

GPT-4 Series Lineage & Sibling Variants

3 models

Currently comparing GPT-4o mini vs Llama 4 Maverick. Alternative family tiers available.

Active: GPT-4o mini
GPT-4o$10GPT-4.5 Orion$150
Top Rival Showdowns for GPT-4o mini
All Matchups
Compare vs:vs Claude Opus 4.5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderLlama 4 Maverick Wins

Llama 4 Maverick

Δ 196 Arena Elo pts

Throughput LeaderGPT-4o mini Wins

GPT-4o mini

160 tok/s

Value per Dollar LeaderGPT-4o mini Wins

GPT-4o mini

$0.6 / 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 Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-4o mini (3)vsLlama 4 Maverick (6)
GPT-4o mini: 3W (33%)Overall: Llama 4 MaverickLlama 4 Maverick: 6W (67%)
← GPT-4o mini1 tiesLlama 4 Maverick →
🏆Llama 4 Maverick(5/5)

Intelligence & Reasoning

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

Benchmark
GPT-4o minivsLlama 4 Maverick
Preference Elo
1,272vs1,468+196
Coding Elo
—vs1,452
SWE-bench
41.2%vs57.1%+15.9%
LiveBench
48.1%vs62.8%+14.7%
GPQA Diamond
60.1%vs74.6%+14.5%
GPT-4o mini: 0WLlama 4 Maverick: 5W
🏆GPT-4o mini(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-4o minivsLlama 4 Maverick
Output speed
160 tok/svs130 tok/s+30 tok/s
Time to first token
130 msvs170 ms+40 ms
GPT-4o mini: 2WLlama 4 Maverick: 0W
Tied (1-1)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-4o minivsLlama 4 Maverick
Output price
$0.6/1Mvs$0.6/1M
Input price
$0.15/1Mvs$0.2/1M+$0.05/1M
Context window
128kvs1M+921k
GPT-4o mini: 1WLlama 4 Maverick: 1W

Side-by-Side Benchmark Matrix

Preference Elo+196
GPT-4o mini1,272
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick1,468
seed-bootstrap · Aug 1, 2026
Coding Elo
GPT-4o mini—
Llama 4 Maverick1,452
seed-bootstrap · Aug 1, 2026
LiveBench+14.7%
GPT-4o mini48.1%
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick62.8%
seed-bootstrap · Aug 1, 2026
SWE-bench+15.9%
GPT-4o mini41.2%
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick57.1%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+14.5%
GPT-4o mini60.1%
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick74.6%
seed-bootstrap · Aug 1, 2026
Time to first token+40 ms
GPT-4o mini130 ms
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick170 ms
seed-bootstrap · Aug 1, 2026
Output speed+30 tok/s
GPT-4o mini160 tok/s
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick130 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.05/1M
GPT-4o mini$0.15/1M
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick$0.2/1M
seed-bootstrap · Aug 1, 2026
Output price
GPT-4o mini$0.6/1M
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick$0.6/1M
seed-bootstrap · Aug 1, 2026
Context window+921k
GPT-4o mini128k
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick1M
seed-bootstrap · Aug 1, 2026
BenchmarkGPT-4o miniLlama 4 MaverickAdvantage Delta
Preference Elo
1,272
seed-bootstrap · Aug 1, 2026
1,468
seed-bootstrap · Aug 1, 2026
+196
Coding Elo—
1,452
seed-bootstrap · Aug 1, 2026
—
LiveBench
48.1%
seed-bootstrap · Aug 1, 2026
62.8%
seed-bootstrap · Aug 1, 2026
+14.7%
SWE-bench
41.2%
seed-bootstrap · Aug 1, 2026
57.1%
seed-bootstrap · Aug 1, 2026
+15.9%
GPQA Diamond
60.1%
seed-bootstrap · Aug 1, 2026
74.6%
seed-bootstrap · Aug 1, 2026
+14.5%
Time to first token
130 ms
seed-bootstrap · Aug 1, 2026
170 ms
seed-bootstrap · Aug 1, 2026
+40 ms
Output speed
160 tok/s
seed-bootstrap · Aug 1, 2026
130 tok/s
seed-bootstrap · Aug 1, 2026
+30 tok/s
Input price
$0.15/1M
seed-bootstrap · Aug 1, 2026
$0.2/1M
seed-bootstrap · Aug 1, 2026
+$0.05/1M
Output price
$0.6/1M
seed-bootstrap · Aug 1, 2026
$0.6/1M
seed-bootstrap · Aug 1, 2026
—
Context window
128k
seed-bootstrap · Aug 1, 2026
1M
seed-bootstrap · Aug 1, 2026
+921k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 11% with GPT-4o mini
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
GPT-4o mini$14.25 / mo
In: $5.25Out: $9
Llama 4 Maverick$16.00 / mo
In: $7Out: $9
Estimated Cost Delta

GPT-4o mini is estimated to save $1.75/month ($21/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Llama 4 Maverick:Pick Llama 4 Maverick when repo-level coding accuracy is the constraint.
  • 2
    GPT-4o mini:Pick GPT-4o mini when you are optimizing output cost.
  • 3
    GPT-4o mini:Pick GPT-4o mini when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsLlama 4 Maverick

Higher SWE-bench (57.1%).

High-volume chatGPT-4o mini

Lower output list price ($0.6/1M).

Voice / low-latency UIGPT-4o mini

Lower TTFT (130 ms).

Long-document RAGLlama 4 Maverick

Larger window (1M).

Screenshots / visionLlama 4 Maverick

Both accept images. Defaulting to the higher-Elo side (Llama 4 Maverick).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsLlama 4 MaverickHigher SWE-bench (57.1%).
High-volume chatGPT-4o miniLower output list price ($0.6/1M).
Voice / low-latency UIGPT-4o miniLower TTFT (130 ms).
Long-document RAGLlama 4 MaverickLarger window (1M).
Screenshots / visionLlama 4 MaverickBoth accept images. Defaulting to the higher-Elo side (Llama 4 Maverick).

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.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
OpenAI

GPT-4o mini

Elo 1,272
SWE-bench41.2%
Speed (tok/s)160 tok/s
Input / 1M Tokens$0.15/1M
Output / 1M Tokens$0.6/1M
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$0.6/1M

Frequently Asked Questions

Which is better overall, GPT-4o mini or Llama 4 Maverick?
Llama 4 Maverick has the higher preference Elo in our latest snapshot (1,468). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-4o mini or Llama 4 Maverick?
Llama 4 Maverick leads SWE-bench at 57.1% vs 41.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
GPT-4o mini output tokens are $0.6/1M versus $0.6/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-4o mini or Llama 4 Maverick?
GPT-4o mini has the lower time-to-first-token (130 ms vs 170 ms). Tokens/sec is a separate column if you care about long completions.
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. GPT-4o mini 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 GPT-4o mini matchups →|All Llama 4 Maverick matchups →
GPT-4o mini vs OpenAI o1-mini (next gpt-mini)Llama 4 Maverick vs Llama 3.3 70B (previous llama)Llama 4 Maverick vs Llama 4 Scout (next llama)GPT-5 vs Llama 4 MaverickOpenAI o3-mini vs Llama 4 MaverickGPT-4.5 Orion vs Llama 4 Maverick