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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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  1. Home
  2. Comparisons
  3. Auto Router (Beta) vs OpenAI: GPT Chat Latest

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

Auto Router (Beta) vs OpenAI: GPT Chat Latest benchmark

In this head-to-head showdown, Auto Router (Beta) 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 (Beta) and OpenAI: GPT Chat Latest present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
Share Analysis:
WhatsAppTelegramXLinkedInReddit
openrouter
Auto Router (Beta)

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

$-1000000/1M out
OpenAI
OpenAI: GPT Chat Latest

Auto-discovered from OpenRouter (openai/gpt-chat-latest). Preview until a second source matches.

$30/1M out
Top Rival Showdowns for Auto Router (Beta)
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 Leader

Auto Router (Beta)

$-1000000 / 1M output

Capability Percentiles

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

Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageAuto Router (Beta) 2/6
Head-to-Head Comparison

Overall Matchup Breakdown

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

Auto Router (Beta) (3)vsOpenAI: GPT Chat Latest (0)
Auto Router (Beta): 3W (100%)Overall: Auto Router (Beta)OpenAI: GPT Chat Latest: 0W (0%)
← Auto Router (Beta)OpenAI: GPT Chat Latest →
Tied (0/5)

Intelligence & Reasoning

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

Preference Elo
—vs—
Coding Elo
—vs—
SWE-bench
—vs—
LiveBench
—vs—
GPQA Diamond
—vs—
Auto Router (Beta): 0WOpenAI: GPT Chat Latest: 0W
Tied (0/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
—vs—
Time to first token
—vs—
Auto Router (Beta): 0WOpenAI: GPT Chat Latest: 0W
Auto Router (Beta) (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$-1,000,000/1Mvs$30/1M
Input price
$-1,000,000/1Mvs$5/1M
Context window
2Mvs400k
Auto Router (Beta): 3WOpenAI: GPT Chat Latest: 0W

Side-by-Side Benchmark Matrix

Input priceAuto Router (Beta) (+$1,000,005/1M)
Auto Router (Beta)$-1,000,000/1M
openrouter · Aug 17, 2026
OpenAI: GPT Chat Latest$5/1M
openrouter · Aug 17, 2026
Output priceAuto Router (Beta) (+$1,000,030/1M)
Auto Router (Beta)$-1,000,000/1M
openrouter · Aug 17, 2026
OpenAI: GPT Chat Latest$30/1M
openrouter · Aug 17, 2026
Context windowAuto Router (Beta) (+1.6M)
Auto Router (Beta)2M
openrouter · Aug 17, 2026
OpenAI: GPT Chat Latest400k
openrouter · Aug 17, 2026
BenchmarkAuto Router (Beta)OpenAI: GPT Chat LatestAdvantage Delta
Input price
$-1,000,000/1M
openrouter · Aug 17, 2026
$5/1M
openrouter · Aug 17, 2026
Auto Router (Beta) (+$1,000,005/1M)
Output price
$-1,000,000/1M
openrouter · Aug 17, 2026
$30/1M
openrouter · Aug 17, 2026
Auto Router (Beta) (+$1,000,030/1M)
Context window
2M
openrouter · Aug 17, 2026
400k
openrouter · Aug 17, 2026
Auto Router (Beta) (+1.6M)

Key Selection Recommendations

  • 1
    Auto Router (Beta):Pick Auto Router (Beta) when you are optimizing output cost.
  • 2
    Auto Router (Beta):Pick Auto Router (Beta) 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 (Beta)

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGAuto Router (Beta)

Larger window (2M).

Screenshots / visioninsufficient data

Neither side is marked as vision-capable.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatAuto Router (Beta)Lower output list price ($-1,000,000/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGAuto Router (Beta)Larger window (2M).
Screenshots / visioninsufficient dataNeither side is marked as vision-capable.
Community Sentiment

Cast Your Matchup Vote

0 total votes

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The real PNG is generated at /compare/auto-beta-vs-gpt-chat-latest/opengraph-image for crawlers.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
openrouter

Auto Router (Beta)

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$-1,000,000/1M
OpenAI

OpenAI: GPT Chat Latest

Elo n/a
LiveBench—
SWE-bench—
Speed—
Output cost$30/1M

Frequently Asked Questions

Which is better overall, Auto Router (Beta) or OpenAI: GPT Chat Latest?
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 (Beta) or OpenAI: GPT Chat Latest?
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 (Beta) output tokens are $-1,000,000/1M versus $30/1M. Input prices and retry rates still move the real bill.
Which is faster, Auto Router (Beta) or OpenAI: GPT Chat Latest?
We do not have TTFT for both models.
Which has the larger context window?
Auto Router (Beta) accepts 2M tokens versus 400k.
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 (Beta) and OpenAI: GPT Chat Latest Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.