AI Models · Open-Source vs Paid

Llama 4 Maverick Open vs GPT-5.6 Terra Paid

Llama 4 Maverick vs GPT-5.6 Terra compared — price per token, context window, multimodality, openness and which to choose. Can the open-source model replace the paid one? Full 2026 breakdown.

Prices & specs refreshed from live data · olud.ai

Open-model prices = cheapest provider via OpenRouter; official maker rates may be higher.

Choose Llama 4 Maverick if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose GPT-5.6 Terra if you want frontier capability through a managed API with zero infrastructure to run.

Llama 4 Maverick vs GPT-5.6 Terra specs

SpecLlama 4 MaverickGPT-5.6 Terra
MakerMetaOpenAI
TypeOpen-weightProprietary
Context window1M tokens1.1M tokens
Input price$0.2/M · free self-host$1.25/M
Output price$0.8/M · free self-host$7.5/M
Vision / multimodalYesYes
Tool / function callingYesYes
Self-hostableYesNo (API only)
LicenseLlama CommunityProprietary

Feature comparison

CapabilityLlama 4 MaverickGPT-5.6 Terra
Open weights (downloadable)
Self-hostable
Runs fully offline
Vision / multimodal
Tool / function calling
1M+ context window

Benchmarks: Llama 4 Maverick vs GPT-5.6 Terra

Independent benchmark scores measured by Artificial Analysis. Higher is better (except latency).

Llama 4 Maverick delivers 3.5× more intelligence per dollar.
Llama 4 Maverick
GPT-5.6 Terra
Intelligence index
14.3
55
Coding index
16.3
76.7
Math index
19.3
GPQA
67.1%
92.5%
MMLU-Pro
80.9%
Humanity's Last Exam
4.8%
41.8%
Long Context Reasoning
46%
74%
LiveCodeBench
39.7%
SciCode
33.1%
53.9%
MATH-500
88.9%
AIME
39%
AIME 2025
19.3%
IFBench
43%
71.2%
τ²-Bench
17.8%
86.3%
τ-Bench Banking
3.9%
31.8%
Terminal-Bench
7.9%
88%
Terminal-Bench Hard
6.8%
57.6%
Speed
104.6 tok/s
136.5 tok/s
Latency
0.66s
106.97s
Intelligence per $
34.5
9.8

Benchmark data by Artificial Analysis.

How Llama 4 Maverick and GPT-5.6 Terra score

🏆 Best value & openness: Llama 4 Maverick (5.0 vs 3.3 / 5)
CriterionLlama 4 MaverickGPT-5.6 Terra
Cost-efficiency5.04.0
Context window5.05.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.05.0

Scores come from live data — output price (cost), context length, open vs closed weights (openness & self-hosting) and vision/tool support (multimodality). Raw task quality isn't scored here; it depends on your benchmark — see the verdict.

What each model is

Llama 4 Maverick Open

Meta · Open-weight

Llama 4 Maverick 17B Instruct (128E) is a high-capacity multimodal language model from Meta, built on a mixture-of-experts (MoE) architecture with 128 experts and 17 billion active parameters per forward...

GPT-5.6 Terra Paid

OpenAI · Proprietary

GPT-5.6 Terra is a balanced model in OpenAI's GPT-5.6 series, positioned between the flagship Sol tier and the cost-efficient Luna tier. It is suited for everyday coding, reasoning, and agentic...

Other models in these families

These variants are tracked but not compared here — one page per family keeps the comparison readable.

Other variants tracked
Llama 4 ScoutR1 Distill Llama 70BLlama 3.3 70B InstructLlama 3.1 8B InstructLlama 3.1 70B InstructHermes 3 70B InstructLlama 3.2 3B InstructLlama 3.2 1B InstructAion-RP 1.0 (8B)Hermes 3 405B InstructLlama 3.1 Euryale 70B v2.2Llama 3.3 Euryale 70BLlama Guard 4 12BLlama 3 8B Lunaris

Frequently asked questions

Is Llama 4 Maverick as good as GPT-5.6 Terra?

Llama 4 Maverick is open-weight and competitive on many tasks, but GPT-5.6 Terra may still lead on the hardest reasoning and agentic work. The gap keeps narrowing — benchmark both on your actual use case before deciding.

Can I run Llama 4 Maverick locally?

Yes. Llama 4 Maverick has open weights, so you can self-host it on your own GPUs or run it via a low-cost API. GPT-5.6 Terra is API-only and cannot be self-hosted.

How much cheaper is Llama 4 Maverick?

Llama 4 Maverick costs $0.8/M output vs $7.5/M for GPT-5.6 Terra — roughly 9x cheaper via API, and free if you self-host.

Llama 4 Maverick vs GPT-5.6 Terra — which should I pick in 2026?

Choose Llama 4 Maverick if you want to self-host, keep your data private and skip per-token fees — it's open-weight and runs on your own hardware. Choose GPT-5.6 Terra if you want frontier capability through a managed API with zero infrastructure to run.

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