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

Every score has a dated snapshot.

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  3. Claude 3.7 Sonnet vs Llama 4 Maverick

Pairwise benchmark snapshot · Aug 17, 2026

Claude 3.7 Sonnet 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 1,362), while Claude 3.7 Sonnet leads in SWE-bench software engineering benchmarks (70.3%), while 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: Llama 4 Maverick holds the advantage over Claude 3.7 Sonnet in overall benchmark performance and human evaluation rankings. Choose Llama 4 Maverick for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Anthropic
Claude 3.7 Sonnet

Hybrid-reasoning Sonnet from 2025. Kept for historical compare pages.

Elo 1,362$15/1M out
Meta
Llama 4 Maverick

Meta natively multimodal open-weight flagship.

Elo 1,468$0.7999999999999999/1M out

Claude 3.7 Sonnet Thinking Depth & Cost Scaler

Simulate accuracy gains vs added response time & token cost

Mode: Medium (16k budget)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
240 ms
Standard speed
Reasoning Depth
~3,200
Internal tokens
Cost / 1k Calls
$54.00
9.0× standard bill
Accuracy Boost
+5.2% accuracy
STEM & SWE-bench
Top Rival Showdowns for Claude 3.7 Sonnet
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference Leader

Llama 4 Maverick

Δ 106 Arena Elo pts

Throughput Leader

Llama 4 Maverick

130 tok/s

Value per Dollar Leader

Llama 4 Maverick

$0.7999999999999999 / 1M output

Capability Percentiles

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

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageLlama 4 Maverick 4/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Claude 3.7 Sonnet (2)vsLlama 4 Maverick (8)
Claude 3.7 Sonnet: 2W (20%)Overall: Llama 4 MaverickLlama 4 Maverick: 8W (80%)
← Claude 3.7 SonnetLlama 4 Maverick →
Llama 4 Maverick (3/5)

Intelligence & Reasoning

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

Preference Elo
1,362vs1,468
Coding Elo
—vs1,452
SWE-bench
70.3%vs57.1%
LiveBench
58.4%vs62.8%
GPQA Diamond
78.5%vs74.6%
Claude 3.7 Sonnet: 2WLlama 4 Maverick: 3W
Llama 4 Maverick (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
85 tok/svs130 tok/s
Time to first token
240 msvs170 ms
Claude 3.7 Sonnet: 0WLlama 4 Maverick: 2W
Llama 4 Maverick (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$15/1Mvs$0.8/1M
Input price
$3/1Mvs$0.2/1M
Context window
200kvs1M
Claude 3.7 Sonnet: 0WLlama 4 Maverick: 3W

Side-by-Side Benchmark Matrix

Preference EloLlama 4 Maverick (+106)
Claude 3.7 Sonnet1,362
lmarena · Aug 17, 2026
Llama 4 Maverick1,468
lmarena · Aug 17, 2026
Coding Elo
Claude 3.7 Sonnet—
Llama 4 Maverick1,452
lmarena · Aug 17, 2026
LiveBenchLlama 4 Maverick (+4.4%)
Claude 3.7 Sonnet58.4%
livebench · Aug 17, 2026
Llama 4 Maverick62.8%
livebench · Aug 17, 2026
SWE-benchClaude 3.7 Sonnet (+13.2%)
Claude 3.7 Sonnet70.3%
swebench · Aug 17, 2026
Llama 4 Maverick57.1%
swebench · Aug 17, 2026
GPQA DiamondClaude 3.7 Sonnet (+3.9%)
Claude 3.7 Sonnet78.5%
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick74.6%
seed-bootstrap · Aug 1, 2026
Time to first tokenLlama 4 Maverick (+70 ms)
Claude 3.7 Sonnet240 ms
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick170 ms
seed-bootstrap · Aug 1, 2026
Output speedLlama 4 Maverick (+45 tok/s)
Claude 3.7 Sonnet85 tok/s
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick130 tok/s
seed-bootstrap · Aug 1, 2026
Input priceLlama 4 Maverick (+$2.8/1M)
Claude 3.7 Sonnet$3/1M
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick$0.2/1M
openrouter · Aug 17, 2026
Output priceLlama 4 Maverick (+$14.2/1M)
Claude 3.7 Sonnet$15/1M
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick$0.8/1M
openrouter · Aug 17, 2026
Context windowLlama 4 Maverick (+849k)
Claude 3.7 Sonnet200k
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick1M
openrouter · Aug 17, 2026
BenchmarkClaude 3.7 SonnetLlama 4 MaverickAdvantage Delta
Preference Elo
1,362
lmarena · Aug 17, 2026
1,468
lmarena · Aug 17, 2026
Llama 4 Maverick (+106)
Coding Elo—
1,452
lmarena · Aug 17, 2026
—
LiveBench
58.4%
livebench · Aug 17, 2026
62.8%
livebench · Aug 17, 2026
Llama 4 Maverick (+4.4%)
SWE-bench
70.3%
swebench · Aug 17, 2026
57.1%
swebench · Aug 17, 2026
Claude 3.7 Sonnet (+13.2%)
GPQA Diamond
78.5%
seed-bootstrap · Aug 1, 2026
74.6%
seed-bootstrap · Aug 1, 2026
Claude 3.7 Sonnet (+3.9%)
Time to first token
240 ms
seed-bootstrap · Aug 1, 2026
170 ms
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick (+70 ms)
Output speed
85 tok/s
seed-bootstrap · Aug 1, 2026
130 tok/s
seed-bootstrap · Aug 1, 2026
Llama 4 Maverick (+45 tok/s)
Input price
$3/1M
seed-bootstrap · Aug 1, 2026
$0.2/1M
openrouter · Aug 17, 2026
Llama 4 Maverick (+$2.8/1M)
Output price
$15/1M
seed-bootstrap · Aug 1, 2026
$0.8/1M
openrouter · Aug 17, 2026
Llama 4 Maverick (+$14.2/1M)
Context window
200k
seed-bootstrap · Aug 1, 2026
1M
openrouter · Aug 17, 2026
Llama 4 Maverick (+849k)
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 94% 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)
Claude 3.7 Sonnet$330.00 / mo
In: $105Out: $225
Llama 4 Maverick$19.00 / mo
In: $7Out: $12
Estimated Cost Delta

Llama 4 Maverick is estimated to save $311.00/month ($3,732/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude 3.7 Sonnet:Pick Claude 3.7 Sonnet when repo-level coding accuracy is the constraint.
  • 2
    Llama 4 Maverick:Pick Llama 4 Maverick when you are optimizing output cost.
  • 3
    Llama 4 Maverick:Pick Llama 4 Maverick when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude 3.7 Sonnet

Higher SWE-bench (70.3%).

High-volume chatLlama 4 Maverick

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

Voice / low-latency UILlama 4 Maverick

Lower TTFT (170 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 agentsClaude 3.7 SonnetHigher SWE-bench (70.3%).
High-volume chatLlama 4 MaverickLower output list price ($0.8/1M).
Voice / low-latency UILlama 4 MaverickLower TTFT (170 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.

newsFeb 25, 2025

Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

2025 hybrid-reasoning Sonnet. Deprecated for buying, kept for old compare URLs and “what did 3.7 score?”

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 Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude 3.7 Sonnet

Elo 1,362
LiveBench58.4%
SWE-bench70.3%
Speed85 tok/s
Output cost$15/1M
Meta

Llama 4 Maverick

Elo 1,468
LiveBench62.8%
SWE-bench57.1%
Speed130 tok/s
Output cost$0.8/1M

Frequently Asked Questions

Which is better overall, Claude 3.7 Sonnet 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, Claude 3.7 Sonnet or Llama 4 Maverick?
Claude 3.7 Sonnet leads SWE-bench at 70.3% vs 57.1%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Llama 4 Maverick output tokens are $0.8/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.7 Sonnet or Llama 4 Maverick?
Llama 4 Maverick has the lower time-to-first-token (170 ms vs 240 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 200k.
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. Claude 3.7 Sonnet 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

  • news · Feb 25, 2025

    Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

  • launch · Dec 6, 2024

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

Similar Head-to-Head Comparisons

All Claude 3.7 Sonnet matchups →|All Llama 4 Maverick matchups →
Claude 3.7 Sonnet vs Claude 3.5 Sonnet (previous sonnet)Claude 3.7 Sonnet vs Claude Sonnet 4 (next sonnet)Llama 4 Maverick vs Llama 3.3 70B (previous llama)Llama 4 Maverick vs Llama 4 Scout (next llama)Claude Opus 4.5 vs Llama 4 MaverickClaude Opus 4.6 vs Llama 4 Maverick