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Precision Benchmarks

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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. Auto Router vs Claude 3.5 Haiku
Independent ReportPairwise benchmark snapshot · Aug 17, 2026
noindex (thin pair)
Auto Router(openrouter)
vs
Claude 3.5 Haiku(Anthropic)

Auto Router vs Claude 3.5 Haiku benchmark

In this head-to-head showdown, Auto Router is more budget-friendly at $-1,000,000/1M 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: Both Auto Router and Claude 3.5 Haiku present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Executive Verdict Summary

Auto Router holds empirical advantage (3 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
Auto RouterLowest API billing cost
Speed / TokTok/Sec
Claude 3.5 HaikuFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Auto Router (3)Claude 3.5 Haiku (0)
Auto Router
3 of 3 Wins
✓Input price✓Output price✓Context window
Claude 3.5 Haiku
0 of 3 Wins
Competitive baseline across remaining benchmarks
openrouter
Leads 3 of 3
Auto Router

Auto-discovered from OpenRouter (openrouter/auto). Preview until a second source matches.

In: $-1,000,000 · Out: $-1,000,000/1M
Anthropic
Claude 3.5 Haiku

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

Elo 1,224In: $0.8 · Out: $4/1M
Top Rival Showdowns for Auto Router
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 LeaderAuto Router Wins

Auto Router

$-1000000 / 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.

Auto Router (3)vsClaude 3.5 Haiku (6)
Auto Router: 3W (33%)Overall: Claude 3.5 HaikuClaude 3.5 Haiku: 6W (67%)
← Auto RouterClaude 3.5 Haiku →
🏆Claude 3.5 Haiku Leads(4/5)

Intelligence & Reasoning

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

Benchmark
Auto RoutervsClaude 3.5 Haiku
Preference Elo
—vs1,224
Coding Elo
—vs—
SWE-bench
—vs36.2%
LiveBench
—vs44.8%
GPQA Diamond
—vs54.1%
Auto Router: 0WClaude 3.5 Haiku: 4W
🏆Claude 3.5 Haiku Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Auto RoutervsClaude 3.5 Haiku
Output speed
—vs140 tok/s
Time to first token
—vs110 ms
Auto Router: 0WClaude 3.5 Haiku: 2W
🏆Auto Router Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Auto RoutervsClaude 3.5 Haiku
Output price
$-1,000,000/1Mvs$4/1M+$1,000,004/1M
Input price
$-1,000,000/1Mvs$0.8/1M+$1,000,000/1M
Context window
2Mvs200k+1.8M
Auto Router: 3WClaude 3.5 Haiku: 0W

Side-by-Side Benchmark Matrix

Auto RouterClaude 3.5 Haiku
Preference Elo
Auto Router—
Claude 3.5 Haiku1,224
LiveBench
Auto Router—
Claude 3.5 Haiku44.8%
SWE-bench
Auto Router—
Claude 3.5 Haiku36.2%
GPQA Diamond
Auto Router—
Claude 3.5 Haiku54.1%
Time to first token
Auto Router—
Claude 3.5 Haiku110 ms
Output speed
Auto Router—
Claude 3.5 Haiku140 tok/s
Input priceAuto Router +$1,000,000/1M
Auto Router$-1,000,000/1M
Claude 3.5 Haiku$0.8/1M
Output priceAuto Router +$1,000,004/1M
Auto Router$-1,000,000/1M
Claude 3.5 Haiku$4/1M
Context windowAuto Router +1.8M
Auto Router2M
Claude 3.5 Haiku200k
BenchmarkAuto RouterClaude 3.5 HaikuAdvantage 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
$-1,000,000/1M
openrouter · Aug 17, 2026
$0.8/1M
seed-bootstrap · Aug 1, 2026
+$1,000,000/1M
Output price
$-1,000,000/1M
openrouter · Aug 17, 2026
$4/1M
seed-bootstrap · Aug 1, 2026
+$1,000,004/1M
Context window
2M
openrouter · Aug 17, 2026
200k
seed-bootstrap · Aug 1, 2026
+1.8M

Key Selection Recommendations

  • 1
    Auto Router:Pick Auto Router when you are optimizing output cost.
  • 2
    Auto Router:Pick Auto Router for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatAuto Router

Lower output list price ($-1,000,000/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGAuto Router

Larger window (2M).

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 chatAuto RouterLower output list price ($-1,000,000/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGAuto RouterLarger window (2M).
Screenshots / visionClaude 3.5 HaikuClaude 3.5 Haiku is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
openrouter

Auto Router

Elo n/a
SWE-bench—
Speed (tok/s)2M
Input / 1M Tokens$-1,000,000/1M
Output / 1M Tokens$-1,000,000/1M
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

Frequently Asked Questions

Which is better overall, Auto Router or Claude 3.5 Haiku?
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, Auto Router or Claude 3.5 Haiku?
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?
Auto Router output tokens are $-1,000,000/1M versus $4/1M. Input prices and retry rates still move the real bill.
Which is faster, Auto Router or Claude 3.5 Haiku?
We do not have TTFT for both models.
Which has the larger context window?
Auto Router accepts 2M tokens versus 200k.
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. Auto Router and Claude 3.5 Haiku Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Auto Router matchups →|All Claude 3.5 Haiku 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