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

Every score has a dated snapshot.

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  3. Claude 3.5 Haiku vs Amazon: Nova Micro 1.0

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

Claude 3.5 Haiku 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 Claude 3.5 Haiku 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
Claude 3.5 HaikuTop code solve rate
ReasoningGPQA / Live
Claude 3.5 HaikuTop logical accuracy
Best Value$/1M Tok
Amazon: Nova Micro 1.0Lowest API billing cost
Speed / TokTok/Sec
Claude 3.5 HaikuFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Claude 3.5 Haiku (1)Amazon: Nova Micro 1.0 (2)
Claude 3.5 Haiku
1 of 3 Wins
✓Context window
Amazon: Nova Micro 1.0
2 of 3 Wins
✓Input price✓Output price
Anthropic
Leads 1 of 3
Claude 3.5 Haiku

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo 1,224In: $0.8 · Out: $4/1M
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
Top Rival Showdowns for Claude 3.5 Haiku
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
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.

Claude 3.5 Haiku (7)vsAmazon: Nova Micro 1.0 (2)
Claude 3.5 Haiku: 7W (78%)Overall: Claude 3.5 HaikuAmazon: Nova Micro 1.0: 2W (22%)
← Claude 3.5 HaikuAmazon: Nova Micro 1.0 →
🏆Claude 3.5 Haiku Leads(4/5)

Intelligence & Reasoning

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

Benchmark
Claude 3.5 HaikuvsAmazon: Nova Micro 1.0
Preference Elo
1,224vs—
Coding Elo
—vs—
SWE-bench
36.2%vs—
LiveBench
44.8%vs—
GPQA Diamond
54.1%vs—
Claude 3.5 Haiku: 4WAmazon: Nova Micro 1.0: 0W
🏆Claude 3.5 Haiku Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude 3.5 HaikuvsAmazon: Nova Micro 1.0
Output speed
140 tok/svs—
Time to first token
110 msvs—
Claude 3.5 Haiku: 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
Claude 3.5 HaikuvsAmazon: Nova Micro 1.0
Output price
$4/1Mvs$0.14/1M+$3.86/1M
Input price
$0.8/1Mvs$0.035/1M+$0.765/1M
Context window
200kvs128k+72k
Claude 3.5 Haiku: 1WAmazon: Nova Micro 1.0: 2W

Side-by-Side Benchmark Matrix

Claude 3.5 HaikuAmazon: Nova Micro 1.0
Preference Elo
Claude 3.5 Haiku1,224
Amazon: Nova Micro 1.0—
LiveBench
Claude 3.5 Haiku44.8%
Amazon: Nova Micro 1.0—
SWE-bench
Claude 3.5 Haiku36.2%
Amazon: Nova Micro 1.0—
GPQA Diamond
Claude 3.5 Haiku54.1%
Amazon: Nova Micro 1.0—
Time to first token
Claude 3.5 Haiku110 ms
Amazon: Nova Micro 1.0—
Output speed
Claude 3.5 Haiku140 tok/s
Amazon: Nova Micro 1.0—
Input priceAmazon: Nova Micro 1.0 +$0.765/1M
Claude 3.5 Haiku$0.8/1M
Amazon: Nova Micro 1.0$0.035/1M
Output priceAmazon: Nova Micro 1.0 +$3.86/1M
Claude 3.5 Haiku$4/1M
Amazon: Nova Micro 1.0$0.14/1M
Context windowClaude 3.5 Haiku +72k
Claude 3.5 Haiku200k
Amazon: Nova Micro 1.0128k
BenchmarkClaude 3.5 HaikuAmazon: Nova Micro 1.0Advantage Delta
Preference Elo
1,224
lmarena · Aug 17, 2026
——
LiveBench
44.8%
livebench · Aug 17, 2026
——
SWE-bench
36.2%
swebench · Aug 17, 2026
——
GPQA Diamond
54.1%
seed-bootstrap · Aug 1, 2026
——
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
140 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.8/1M
seed-bootstrap · Aug 1, 2026
$0.035/1M
openrouter · Aug 17, 2026
+$0.765/1M
Output price
$4/1M
seed-bootstrap · Aug 1, 2026
$0.14/1M
openrouter · Aug 17, 2026
+$3.86/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
128k
openrouter · Aug 17, 2026
+72k

Workload Cost & Savings Calculator

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

Save 96% 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)
Claude 3.5 Haiku$88.00 / mo
In: $28Out: $60
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 $84.68/month ($1,016/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.

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 RAGClaude 3.5 Haiku

Larger window (200k).

Screenshots / visionClaude 3.5 Haiku

Claude 3.5 Haiku 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 RAGClaude 3.5 HaikuLarger window (200k).
Screenshots / visionClaude 3.5 HaikuClaude 3.5 Haiku is the side marked multimodal in the catalog.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude 3.5 Haiku

Elo 1,224
SWE-bench36.2%
Speed (tok/s)140 tok/s
Input / 1M Tokens$0.8/1M
Output / 1M Tokens$4/1M
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, Claude 3.5 Haiku 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, Claude 3.5 Haiku 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 $4/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Haiku or Amazon: Nova Micro 1.0?
We do not have TTFT for both models.
Which has the larger context window?
Claude 3.5 Haiku accepts 200k tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
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. Claude 3.5 Haiku and Amazon: Nova Micro 1.0 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude 3.5 Haiku matchups →|All Amazon: Nova Micro 1.0 matchups →
Claude 3.5 Haiku vs Claude Haiku 4.5 (next haiku)Claude Opus 4.5 vs Claude 3.5 HaikuClaude Opus 4.6 vs Claude 3.5 HaikuClaude Sonnet 4.5 vs Claude 3.5 HaikuClaude Opus 5 vs Claude 3.5 HaikuClaude Fable 5 vs Claude 3.5 Haiku