Pairwise benchmark snapshot · Aug 16, 2026

GPT-5.6 Terra vs Llama 4 Maverick benchmark

Name: GPT-5.6 Terra vs Llama 4 Maverick AI benchmark comparison
Creator: CompareLLM
License: https://creativecommons.org/licenses/by/4.0/

This page compares GPT-5.6 Terra (OpenAI) and Llama 4 Maverick (Meta) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, GPT-5.6 Terra is ahead by 80 points (1,548 vs 1,468; seed-bootstrap (Aug 16, 2026)). On SWE-bench coding, GPT-5.6 Terra resolves 70.4% versus 57.1% (seed-bootstrap (Aug 16, 2026)). Llama 4 Maverick streams faster (130 tok/s) while Llama 4 Maverick is the cheaper output token ($0.8/1M). GPT-5.6 Terra has the larger context window (1.1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

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OpenAI

GPT-5.6 Terra

OpenAI 5.6 mid tier. Official API $2/$12 per 1M after the Jul 30 2026 price cut.

Elo 1,548$6/1M out

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Model B

Quick vs:vs Claude Opus 4.5 vs Claude Opus 4.6 vs Claude Sonnet 4.5 vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

GPT-5.6 Terra (7)vsLlama 4 Maverick (3)

GPT-5.6 Terra: 7W (70%)Overall: GPT-5.6 TerraLlama 4 Maverick: 3W (30%)

← GPT-5.6 TerraLlama 4 Maverick →

GPT-5.6 Terra (5/5)

Intelligence & Reasoning

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

Preference Elo

1,548vs1,468

Coding Elo

1,542vs1,452

SWE-bench

70.4%vs57.1%

LiveBench

69.1%vs62.8%

GPQA Diamond

82%vs74.6%

GPT-5.6 Terra: 5WLlama 4 Maverick: 0W

Tied (1/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

128 tok/svs130 tok/s

Time to first token

160 msvs170 ms

GPT-5.6 Terra: 1WLlama 4 Maverick: 1W

Llama 4 Maverick (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$6/1Mvs$0.8/1M

Input price

$1/1Mvs$0.2/1M

Context window

1.1Mvs1M

GPT-5.6 Terra: 1WLlama 4 Maverick: 2W

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 AdvantageGPT-5.6 Terra 5/6

Preference Elo

GPT-5.6 Terra

80 pts advantage

Throughput Speed

Llama 4 Maverick

2 tok/s faster

Price Efficiency

Llama 4 Maverick

$5.20/1M cheaper

Full Benchmark Score Matrix

—

Elo

High is better

+5%1,548

EloHigh is better

1,468

Code Elo

High is better

+6%1,542

Code EloHigh is better

1,452

LiveBench

High is better

+10%69.1%

LiveBenchHigh is better

62.8%

SWE-bench

High is better

+23%70.4%

SWE-benchHigh is better

57.1%

GPQA

High is better

+10%82%

GPQAHigh is better

74.6%

TTFT

Low is better

+6%160 ms

TTFTLow is better

170 ms

Speed

High is better

128 tok/s

SpeedHigh is better

130 tok/s+2%

In $

Low is better

$1/1M

In $Low is better

$0.2/1M+400%

Out $

Low is better

$6/1M

Out $Low is better

$0.8/1M+650%

Context

High is better

1.1M

ContextHigh is better

Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 85% 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)

GPT-5.6 Terra$125.00 / mo

In: $35.00Out: $90.00

Llama 4 Maverick$19.00 / mo

In: $7.00Out: $12.00

Estimated Cost Delta

Llama 4 Maverick is estimated to save $106.00/month ($1,272/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

1
GPT-5.6 Terra:Pick GPT-5.6 Terra when repo-level coding accuracy is the constraint.
2
Llama 4 Maverick:Pick Llama 4 Maverick when you are optimizing output cost.
3
GPT-5.6 Terra:Pick GPT-5.6 Terra when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Terra

Higher SWE-bench (70.4%).

High-volume chatLlama 4 Maverick

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

Voice / low-latency UIGPT-5.6 Terra

Lower TTFT (160 ms).

Long-document RAGGPT-5.6 Terra

Larger window (1.1M).

Screenshots / visionGPT-5.6 Terra

Both accept images. Defaulting to the higher-Elo side (GPT-5.6 Terra).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	GPT-5.6 Terra	Higher SWE-bench (70.4%).
High-volume chat	Llama 4 Maverick	Lower output list price ($0.8/1M).
Voice / low-latency UI	GPT-5.6 Terra	Lower TTFT (160 ms).
Long-document RAG	GPT-5.6 Terra	Larger window (1.1M).
Screenshots / vision	GPT-5.6 Terra	Both accept images. Defaulting to the higher-Elo side (GPT-5.6 Terra).

Related Editorial Dispatches & Benchmark Notes

View all news

priceJul 30, 2026

GPT-5.6 Terra after the Jul 30 cut: $2/$12 mid-tier

Terra is OpenAI’s Sonnet-class invoice. Use it when Sol is too expensive and Luna is too small.

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.

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LIVE

OpenAI

GPT-5.6 Terra

Elo 1,548

LiveBench69.1%

SWE-bench70.4%

Speed128 tok/s

Output cost$6/1M

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, GPT-5.6 Terra or Llama 4 Maverick?: GPT-5.6 Terra has the higher preference Elo in our latest snapshot (1,548). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-5.6 Terra or Llama 4 Maverick?: GPT-5.6 Terra leads SWE-bench at 70.4% 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 $6/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-5.6 Terra or Llama 4 Maverick?: GPT-5.6 Terra has the lower time-to-first-token (160 ms vs 170 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?: GPT-5.6 Terra accepts 1.1M tokens versus 1M.
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-5.6 Terra and Llama 4 Maverick Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All GPT-5.6 Terra 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-4.5 Orion vs GPT-5.6 Terra GPT-5 vs GPT-5.6 Terra GPT-5.6 Sol vs GPT-5.6 Terra OpenAI: o3 Mini vs GPT-5.6 Terra

GPT-5.6 Terra vs Llama 4 Maverick benchmark

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

GPT-5.6 Terra (7)vsLlama 4 Maverick (3)

GPT-5.6 Terra: 7W (70%)Overall: GPT-5.6 TerraLlama 4 Maverick: 3W (30%)

← GPT-5.6 TerraLlama 4 Maverick →

GPT-5.6 Terra (5/5)

Intelligence & Reasoning

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

Preference Elo

1,548vs1,468

Coding Elo

1,542vs1,452

SWE-bench

70.4%vs57.1%

LiveBench

69.1%vs62.8%

GPQA Diamond

82%vs74.6%

GPT-5.6 Terra: 5WLlama 4 Maverick: 0W

Tied (1/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed

128 tok/svs130 tok/s

Time to first token

160 msvs170 ms

GPT-5.6 Terra: 1WLlama 4 Maverick: 1W

Llama 4 Maverick (2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price

$6/1Mvs$0.8/1M

Input price

$1/1Mvs$0.2/1M

Context window

1.1Mvs1M

GPT-5.6 Terra: 1WLlama 4 Maverick: 2W

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Terra

Higher SWE-bench (70.4%).

High-volume chatLlama 4 Maverick

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

Voice / low-latency UIGPT-5.6 Terra

Lower TTFT (160 ms).

Long-document RAGGPT-5.6 Terra

Larger window (1.1M).

Screenshots / visionGPT-5.6 Terra

Both accept images. Defaulting to the higher-Elo side (GPT-5.6 Terra).

Target Workload	Recommended Pick	Evaluation Rationale
Repo / coding agents	GPT-5.6 Terra	Higher SWE-bench (70.4%).
High-volume chat	Llama 4 Maverick	Lower output list price ($0.8/1M).
Voice / low-latency UI	GPT-5.6 Terra	Lower TTFT (160 ms).
Long-document RAG	GPT-5.6 Terra	Larger window (1.1M).
Screenshots / vision	GPT-5.6 Terra	Both accept images. Defaulting to the higher-Elo side (GPT-5.6 Terra).

Frequently Asked Questions

Which is better overall, GPT-5.6 Terra or Llama 4 Maverick?

GPT-5.6 Terra has the higher preference Elo in our latest snapshot (1,548). “Better” still depends on coding, price, and latency — see the table.

Which is better at coding, GPT-5.6 Terra or Llama 4 Maverick?

GPT-5.6 Terra leads SWE-bench at 70.4% 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 $6/1M. Input prices and retry rates still move the real bill.

Which is faster, GPT-5.6 Terra or Llama 4 Maverick?

GPT-5.6 Terra has the lower time-to-first-token (160 ms vs 170 ms). Tokens/sec is a separate column if you care about long completions.

Which has the larger context window?

GPT-5.6 Terra accepts 1.1M tokens versus 1M.

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-5.6 Terra and Llama 4 Maverick Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

GPT-5.6 Terra

Llama 4 Maverick

Llama 4 Maverick

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

GPT-5.6 Terra after the Jul 30 cut: $2/$12 mid-tier

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

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

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

Cast Your Matchup Vote

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CompareLLM Matrix

GPT-5.6 Terra

Llama 4 Maverick

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons

Swap or Add Any Model to this Matchup

Interactive Comparison Diagram

Tug-of-War Matchup Matrix

Intelligence & Reasoning

Speed & Latency

Pricing & Capacity

Multi-Dimensional Capability Radar

GPT-5.6 Terra

Llama 4 Maverick

Llama 4 Maverick

Full Benchmark Score Matrix

Workload Cost & Savings Calculator

Key Selection Recommendations

Recommended Workload Routing

Related Editorial Dispatches & Benchmark Notes

GPT-5.6 Terra after the Jul 30 cut: $2/$12 mid-tier

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

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

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

Cast Your Matchup Vote

Community Discussions (0)

Share card

CompareLLM Matrix

GPT-5.6 Terra

Llama 4 Maverick

Frequently Asked Questions

Related news

Similar Head-to-Head Comparisons