AI Models · Open-Source vs Paid

Llama 4 Maverick Open vs MOMorph V3 Fast Paid

Llama 4 Maverick vs Morph V3 Fast 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.

Llama 4 MaverickOpenMeta
$0.19 /M input
$0.65 /M outputNo per-token fees if you self-host
TypeOpen-weight
Context window524K tokens
MultimodalYes
Self-hostYes
MOMorph V3 FastPaidMorph
$0.8 /M input
$1.2 /M outputManaged API (no infra to run)
TypeProprietary
Context window262K tokens
MultimodalNo
Self-hostNo
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 Morph V3 Fast if you want frontier capability through a managed API with zero infrastructure to run.

Llama 4 Maverick vs Morph V3 Fast specs

SpecLlama 4 MaverickMorph V3 FastWinner
MakerMetaMorph–
TypeOpen-weightProprietaryLlama 4 Maverick
Context window524K tokens262K tokensLlama 4 Maverick
Input price$0.19/M · free self-host$0.8/MLlama 4 Maverick
Output price$0.65/M · free self-host$1.2/MLlama 4 Maverick
Vision / multimodalYesNoLlama 4 Maverick
Tool / function callingYesNoLlama 4 Maverick
Self-hostableYesNo (API only)Llama 4 Maverick
LicenseLlama CommunityProprietaryLlama 4 Maverick

Price gap & when to choose each

1.8×cheaper per output token

Llama 4 Maverick is ~1.8× cheaper than Morph V3 Fast on output tokens ($0.65 vs $1.2 per M tokens).

Choose Llama 4 Maverick if…
  • You want to self-host or run on your cloud
  • You need the longer 524K context window
  • You prioritize data privacy & control
  • You want the lowest operating costs
  • You are building open or reproducible AI
MOChoose Morph V3 Fast if…
  • You want frontier performance through a managed API
  • You value reliability & ecosystem
  • You don't want to manage infrastructure

Feature comparison

CapabilityLlama 4 MaverickMorph V3 Fast
Open weights (downloadable)✓✗
Self-hostable✓✗
Runs fully offline✓✗
Vision / multimodal✓✗
Tool / function calling✓✗
1M+ context window✗✗

Benchmarks: Llama 4 Maverick vs Morph V3 Fast

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

Llama 4 Maverick
Morph V3 Fast
Intelligence index
9.3
–
Coding index
16.3
–
Math index
19.3
–
GPQA
67.1%
–
MMLU-Pro
80.9%
–
Humanity's Last Exam
4.9%
–
Long Context Reasoning
50%
–
LiveCodeBench
39.7%
–
SciCode
31.7%
–
MATH-500
88.9%
–
AIME
39%
–
AIME 2025
19.3%
–
IFBench
43%
–
τ²-Bench
17.8%
–
τ-Bench Banking
3.7%
–
Terminal-Bench
7.9%
–
Terminal-Bench Hard
6.8%
–
Speed
52.2 tok/s
–
Latency
0.56s
–
Intelligence per $
22.3
–

Benchmark data by Artificial Analysis.

How Llama 4 Maverick and Morph V3 Fast score

🏆 Best value & openness: Llama 4 Maverick (4.9 vs 2.6 / 5)
CriterionLlama 4 MaverickMorph V3 Fast
Cost-efficiency5.04.5
Context window4.54.0
Openness5.01.5
Self-hosting5.01.0
Multimodality5.02.0

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...

Morph V3 Fast Paid

Morph · Proprietary

Morph's fastest apply model for code edits. ~10,500 tokens/sec with 96% accuracy for rapid code transformations. The model requires the prompt to be in the following format: <instruction>{instruction}</instruction> <code>{initial_code}</cod

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 3.3 70B InstructLlama 3.1 8B InstructLlama 3.1 70B InstructLlama 4 ScoutHermes 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 Guard 4 12BLlama 3 8B Lunaris

Frequently asked questions

Is Llama 4 Maverick as good as Morph V3 Fast?

Llama 4 Maverick is open-weight and competitive on many tasks, but Morph V3 Fast 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. Morph V3 Fast is API-only and cannot be self-hosted.

How much cheaper is Llama 4 Maverick?

Llama 4 Maverick costs $0.65/M output vs $1.2/M for Morph V3 Fast — roughly 2x cheaper via API, and free if you self-host.

Llama 4 Maverick vs Morph V3 Fast — 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 Morph V3 Fast if you want frontier capability through a managed API with zero infrastructure to run.

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