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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

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  3. Llama 4 Scout vs Amazon: Nova Micro 1.0

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

Llama 4 Scout vs Amazon: Nova Micro 1.0 benchmark

In this head-to-head showdown, Amazon: Nova Micro 1.0 is more budget-friendly at $0.14/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Llama 4 Scout if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Amazon: Nova Micro 1.0 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

Amazon: Nova Micro 1.0 holds empirical advantage (2 of 3 metrics)

Coding / SWESWE-bench
Llama 4 ScoutTop code solve rate
ReasoningGPQA / Live
Llama 4 ScoutTop logical accuracy
Best Value$/1M Tok
Amazon: Nova Micro 1.0Lowest API billing cost
Speed / TokTok/Sec
Llama 4 ScoutFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Llama 4 Scout (1)Amazon: Nova Micro 1.0 (2)
Llama 4 Scout
1 of 3 Wins
✓Context window
Amazon: Nova Micro 1.0
2 of 3 Wins
✓Input price✓Output price
Meta
Leads 1 of 3
Llama 4 Scout

Meta open-weight Llama 4 long-context sibling of Maverick. Common public API lists sit near $0.08–$0.30 / $0.30–$0.70 per 1M; we store a conservative hosted list until OpenRouter overwrites.

Scout 10M CtxElo 1,412In: $0.1 · Out: $0.3/1M
amazon
Leads 2 of 3
Amazon: Nova Micro 1.0

Auto-discovered from OpenRouter (amazon/nova-micro-v1). Preview until a second source matches.

In: $0.035 · Out: $0.14/1M

Llama 4 Series Lineage & Sibling Variants

2 models

Currently comparing Llama 4 Scout vs Amazon: Nova Micro 1.0. Alternative family tiers available.

Active: Llama 4 Scout
Llama 4 Maverick$0.8
Top Rival Showdowns for Llama 4 Scout
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderAmazon: Nova Micro 1.0 Wins

Amazon: Nova Micro 1.0

$0.14 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Llama 4 Scout (8)vsAmazon: Nova Micro 1.0 (2)
Llama 4 Scout: 8W (80%)Overall: Llama 4 ScoutAmazon: Nova Micro 1.0: 2W (20%)
← Llama 4 ScoutAmazon: Nova Micro 1.0 →
🏆Llama 4 Scout Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Llama 4 ScoutvsAmazon: Nova Micro 1.0
Preference Elo
1,412vs—
Coding Elo
1,398vs—
SWE-bench
52.4%vs—
LiveBench
59.6%vs—
GPQA Diamond
71.2%vs—
Llama 4 Scout: 5WAmazon: Nova Micro 1.0: 0W
🏆Llama 4 Scout Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Llama 4 ScoutvsAmazon: Nova Micro 1.0
Output speed
155 tok/svs—
Time to first token
130 msvs—
Llama 4 Scout: 2WAmazon: Nova Micro 1.0: 0W
🏆Amazon: Nova Micro 1.0 Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Llama 4 ScoutvsAmazon: Nova Micro 1.0
Output price
$0.3/1Mvs$0.14/1M+$0.16/1M
Input price
$0.1/1Mvs$0.035/1M+$0.065/1M
Context window
1.3Mvs128k+1.2M
Llama 4 Scout: 1WAmazon: Nova Micro 1.0: 2W

Side-by-Side Benchmark Matrix

Llama 4 ScoutAmazon: Nova Micro 1.0
Preference Elo
Llama 4 Scout1,412
Amazon: Nova Micro 1.0—
Coding Elo
Llama 4 Scout1,398
Amazon: Nova Micro 1.0—
LiveBench
Llama 4 Scout59.6%
Amazon: Nova Micro 1.0—
SWE-bench
Llama 4 Scout52.4%
Amazon: Nova Micro 1.0—
GPQA Diamond
Llama 4 Scout71.2%
Amazon: Nova Micro 1.0—
Time to first token
Llama 4 Scout130 ms
Amazon: Nova Micro 1.0—
Output speed
Llama 4 Scout155 tok/s
Amazon: Nova Micro 1.0—
Input priceAmazon: Nova Micro 1.0 +$0.065/1M
Llama 4 Scout$0.1/1M
Amazon: Nova Micro 1.0$0.035/1M
Output priceAmazon: Nova Micro 1.0 +$0.16/1M
Llama 4 Scout$0.3/1M
Amazon: Nova Micro 1.0$0.14/1M
Context windowLlama 4 Scout +1.2M
Llama 4 Scout1.3M
Amazon: Nova Micro 1.0128k
BenchmarkLlama 4 ScoutAmazon: Nova Micro 1.0Advantage Delta
Preference Elo
1,412
lmarena · Aug 16, 2026
——
Coding Elo
1,398
lmarena · Aug 16, 2026
——
LiveBench
59.6%
livebench · Aug 16, 2026
——
SWE-bench
52.4%
swebench · Aug 16, 2026
——
GPQA Diamond
71.2%
seed-bootstrap · Aug 16, 2026
——
Time to first token
130 ms
seed-bootstrap · Aug 16, 2026
——
Output speed
155 tok/s
seed-bootstrap · Aug 16, 2026
——
Input price
$0.1/1M
openrouter · Aug 17, 2026
$0.035/1M
openrouter · Aug 17, 2026
+$0.065/1M
Output price
$0.3/1M
openrouter · Aug 17, 2026
$0.14/1M
openrouter · Aug 17, 2026
+$0.16/1M
Context window
1.3M
openrouter · Aug 17, 2026
128k
openrouter · Aug 17, 2026
+1.2M

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save 58% with Amazon: Nova Micro 1.0
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Llama 4 Scout$8.00 / mo
In: $3.5Out: $4.5
Amazon: Nova Micro 1.0$3.33 / mo
In: $1.23Out: $2.1
Estimated Cost Delta

Amazon: Nova Micro 1.0 is estimated to save $4.68/month ($56/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Amazon: Nova Micro 1.0:Pick Amazon: Nova Micro 1.0 when you are optimizing output cost.
  • 2
    Llama 4 Scout:Pick Llama 4 Scout for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatAmazon: Nova Micro 1.0

Lower output list price ($0.14/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGLlama 4 Scout

Larger window (1.3M).

Screenshots / visionLlama 4 Scout

Llama 4 Scout is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatAmazon: Nova Micro 1.0Lower output list price ($0.14/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGLlama 4 ScoutLarger window (1.3M).
Screenshots / visionLlama 4 ScoutLlama 4 Scout is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 16, 2026

Haiku 4.5 vs Llama 4 Scout: cheap Claude versus cheap open Llama

$1/$5 hosted Claude vs a cheap long-context open sibling. The alternative-to-Sonnet pair that is honest.

launchApr 8, 2026

Llama 4 Scout: long-context open sibling of Maverick

Huge window, cheap hosted lists. The Haiku alternative that is actually open-weight.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Meta

Llama 4 Scout

Elo 1,412
SWE-bench52.4%
Speed (tok/s)155 tok/s
Input / 1M Tokens$0.1/1M
Output / 1M Tokens$0.3/1M
amazon

Amazon: Nova Micro 1.0

Elo n/a
SWE-bench—
Speed (tok/s)128k
Input / 1M Tokens$0.035/1M
Output / 1M Tokens$0.14/1M

Frequently Asked Questions

Which is better overall, Llama 4 Scout or Amazon: Nova Micro 1.0?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, Llama 4 Scout or Amazon: Nova Micro 1.0?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
Amazon: Nova Micro 1.0 output tokens are $0.14/1M versus $0.3/1M. Input prices and retry rates still move the real bill.
Which is faster, Llama 4 Scout or Amazon: Nova Micro 1.0?
We do not have TTFT for both models.
Which has the larger context window?
Llama 4 Scout accepts 1.3M tokens versus 128k.
Can I self-host either model?
Llama 4 Scout 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. Llama 4 Scout and Amazon: Nova Micro 1.0 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 16, 2026

    Haiku 4.5 vs Llama 4 Scout: cheap Claude versus cheap open Llama

  • launch · Apr 8, 2026

    Llama 4 Scout: long-context open sibling of Maverick

Similar Head-to-Head Comparisons

All Llama 4 Scout matchups →|All Amazon: Nova Micro 1.0 matchups →
Llama 4 Scout vs Llama 4 Maverick (previous llama)Llama 3.1 405B vs Llama 4 ScoutMistral Large 3 vs Llama 4 ScoutLlama 3.3 70B vs Llama 4 ScoutDoubao Pro 1.5 vs Llama 4 ScoutYi-Lightning vs Llama 4 Scout