meta-llama

Llama 4 Scout

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CAPABILITY & COST

What else is worth comparing?

Llama 4 Scout129.6ECI pointsEpoch Capabilities Index · 2026-10-24
$0.1751M input + 250k output tokens
ECI interval 125.1–131.2 · estimates can overlap
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This modelSelected alternativesOther dots: models with both score and price
Compare specifications for this selection

ECI points are estimates, not percentages. Overlapping intervals do not establish a winner. Nearby score does not mean equivalent capability.

INDEPENDENT EVALUATIONS

Results in context

Where does it sit?

Five nearest ECI estimates · current snapshot, not release-time scores.

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Overlapping intervals do not establish a clear winner. ECI combines source-selected benchmarks; points are not percentages. Snapshot 2026-10-24.

Test by test

No approved benchmark evaluation is linked to this exact model ID. Another version’s score is not substituted.

Each row is a different test, not a common difficulty scale. “Max” does not mean equal compute across providers.

What changes your bill?

Illustrative token baskets, not measured tasks.

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Short exchange1K input + 250 output tokens$0.0002
Long answer4K input + 4K output tokens$0.0016
Document analysis100K input + 2K output tokens$0.0106
Repeated workload1M input + 250K output tokens$0.175

List prices, captured 2026-10-25. Excludes caching, batch discounts, tools and retries. Token baskets are not estimates of a specific task’s token use.

Within the same developer

Five lowest listed workload costs, plus this model.

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Fixed basket: 1M input + 250k output. Logarithmic positions; labels show actual USD. Lower cost does not imply equivalent capability.

PUBLISHED LIMITS

Room to read
Room to respond

Context and maximum output are separate limits, not a quality score. They are not added together.

Context window1.3Mtokens
Maximum output16.4Ktokens

Published specifications

Context window1.3Mtokens
API input price$0.1USD / million tokens
API output price$0.3USD / million tokens
Maximum output16.4Kmaximum tokens per response
Output modalitiestextpublished output types
Supported parameters15API parameters listed

Model information

Provider
meta-llama
Input modalities
text, image
Output modalities
text
Maximum output
16,384 tokens
Supported parameters
frequency_penalty, logit_bias, max_tokens, min_p, presence_penalty, repetition_penalty, response_format, seed, stop, structured_outputs, temperature, tool_choice, tools, top_k, top_p
Added to catalogue
2025-04-05
Knowledge cutoff
2024-08-31
Catalogue snapshot
2026-10-25

Prices are per million tokens. The workload estimate uses 1,000 input and 250 output tokens. Context describes request capacity, not model quality.

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