Llama 4 Scout API Benchmarks, Pricing & Provider Data
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Llama 4 Scout benchmark, API pricing, and provider data cover undefined API provider} other undefined API providers}}, with prices starting at $0.010/request. The page also shows measured API speed and first-token latency.
Meta Llama 4 Scout is a compact open-weight model in the Llama 4 family, designed for efficient inference, on-device deployment, and low-latency agent workloads.
Category Performance
Observed-capability estimates with uncertainty reported separately from independent benchmark families.
- Coverage
- 6 / 8
- Methodology
- V3.0
#1Math44.3Estimated3/4 Measured dimensions
#2Instruction following43.3Provisional1/4 Measured dimensions
#3Reasoning41.7RatedGlobal rank #623/4 Measured dimensions
#4Knowledge38.3Provisional1/4 Measured dimensions
#5Coding34.1Provisional1/4 Measured dimensions
#6Agents33.6Estimated2/4 Measured dimensions
Specifications
Input and output token limits for this model, plus how it ranks on long-context understanding.
Features
Technical Details
- Input
- Output
- Total parameters
- 17B
- Released
- Apr 2025
- Knowledge cutoff
- 2024-08-31
- Tokenizer
- Llama4
- Architecture
- text+image->text
- Moderated
- No
- Supported parameters
- frequency_penaltylogit_biasmax_tokensmin_ppresence_penaltyrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_ktop_p
Rankings
Excels at
It's decent at
Falls behind in
Detailed scores
Updated: Sep 13, 2026Overall
undefined metric} other undefined metrics}}
Overall score43.0#104 / 112
Overall
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Speed & latency
undefined metric} other undefined metrics}}
Output speed106.5 tok/s#40 / 80Time to first token0.68 s#16 / 80
Speed & latency
undefined metric} other undefined metrics}}
Pricing
undefined metric} other undefined metrics}}
Input price$0.190/M#33 / 186Output price$0.680/M#32 / 186
Pricing
undefined metric} other undefined metrics}}
Agents
V3.0undefined metric} other undefined metrics}} · Estimated
Score33.680% interval21.8–45.42/4 Measured dimensionsAA Agentic Index1.1#69 / 70Τ²-bench results15.5#81 / 82
Agents
V3.0undefined metric} other undefined metrics}} · Estimated
Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Score34.180% interval20.1–48.01/4 Measured dimensionsLiveCodeBench29.9%#89 / 115SciCode21.3%#89 / 89
Coding
V3.0undefined metric} other undefined metrics}} · Provisional
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Score41.7#6280% interval33.1–50.43/4 Measured dimensionsMMLU-Pro75.2%#85 / 129GPQA58.7%#175 / 218
Reasoning
V3.0undefined metric} other undefined metrics}} · Rated
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Score38.380% interval22.3–54.31/4 Measured dimensionsArtificial Analysis Intelligence Index10.3#109 / 117AA-GPQA Diamond58.7#103 / 113
Knowledge
V3.0undefined metric} other undefined metrics}} · Provisional
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Score44.380% interval35.0–53.63/4 Measured dimensionsAIME28.3%#42 / 68MATH-50084.4%#44 / 73
Math
V3.0undefined metric} other undefined metrics}} · Estimated
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
No data80% interval30.8–69.20/4 Measured dimensions
Multilingual
V3.0undefined metric} other undefined metrics}} · No data
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
80% interval30.8–69.20/4 Measured dimensionsAA-MMMU-Pro52.9#63 / 68Design Arena Website761.0#78 / 78
Multimodal
V3.0undefined metric} other undefined metrics}} · No data
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
Score43.380% interval27.3–59.31/4 Measured dimensionsAA-IFBench39.5#70 / 84
Instruction following
V3.0undefined metric} other undefined metrics}} · Provisional
OpenRouter endpoints
3 endpointsThird-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.
| Provider endpoint | Input | Output | 1d uptime | 30m latency | 30m throughput | Context / output |
|---|---|---|---|---|---|---|
DeepInfra deepinfra/fp8 | $0.100/M | $0.300/M | 99.9% | — | — | undefined tokens / undefined tokens |
Novita novita/bf16 | $0.180/M | $0.590/M | 99.9% | — | — | undefined tokens / undefined tokens |
Google google-vertex/us-east5 | $0.250/M | $0.700/M | — | — | — | undefined tokens / undefined tokens |
Pricing Comparison
Compare Llama 4 Scout API pricing across 16 providers. Prices range from $0.010/request to $75.00/M. 素墨API offers the lowest rate at $0.010/request.
| Provider | Health | Model Variant | Group | Input ($/M) | Output ($/M) | Speed (t/s) | First token | Audit |
|---|---|---|---|---|---|---|---|---|
L1 100% | llama-4-scout-17b-16e-instruct | default | -80%$0.038/M | -82%$0.121/M | — | — | — | |
L1 100% | llama-4-scout-17b-16e-instruct | default | -57%$0.082/M | -62%$0.259/M | — | — | — | |
L1 100% | llama-4-scout | default | -57%$0.082/M | -62%$0.259/M | — | — | — | |
L1 100% | meta-llama/llama-4-scout | default | $3.75/M | $15.00/M | — | — | — | |
L1 99% | llama-4-scout | default | $0.300/M | $0.945/M | — | — | — | |
L1 100% | llama-4-scout | default | -78%$0.041/M | -81%$0.129/M | — | — | — | |
L1 100% | meta-llama/llama-4-scout | default | $0.500/M | $1.50/M | — | — | — | |
L1 61% | llama-4-scout | default | $0.010/request | - | — | — | — | |
L1 0% | llama-4-scout | default | -78%$0.041/M | -81%$0.129/M | — | — | — | |
L1 0% | llama-4-scout | default | -68%$0.062/M | -71%$0.194/M | — | — | — | |
L1 0% | meta-llama/llama-4-scout | default | -39%$0.116/M | -36%$0.434/M | — | — | — | |
L1 0% | llama-4-scout-17b | default | $75.00/M | $75.00/M | — | — | — | |
L1 0% | meta-llama/llama-4-scout | default | $75.00/M | $75.00/M | — | — | — |
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Frequently Asked Questions
- What benchmark data does Llama 4 Scout include?
- LMSpeed shows Llama 4 Scout benchmark context, API price, output speed, first-token latency, and provider data across 16 providers when those signals are available.
- What is the Llama 4 Scout API price?
- Llama 4 Scout has pricing from undefined provider} other undefined providers}}, ranging from $0.010/request to $75.00/M. 素墨API has the lowest listed price.
- What does the Llama 4 Scout API pricing table include?
- The Llama 4 Scout API pricing table compares 16 providers by input price, output price, free tier status, speed, first-token latency, and recent health data when available.
- Which provider has the cheapest Llama 4 Scout API pricing?
- 素墨API currently has the lowest listed Llama 4 Scout price at $0.010/request across undefined provider} other undefined providers}}.
- Can I compare Llama 4 Scout API price and speed together?
- Yes. LMSpeed shows Llama 4 Scout API price, output speed, first-token latency, and provider health on the same page so you can compare cost and performance together.
- Is Llama 4 Scout API free?
- Llama 4 Scout does not currently have a free API tier on LMSpeed. All 16 providers charge per token.