CompareLLM
CompareLLM.ai
Live
Explore
Compare
Decide
Track
Learn
…
CompareLLM
CompareLLM.ai
Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

Daily ingest · 06:00 UTC

Analytics & Benchmarks

  • AI Model Leaderboard
  • Head-to-Head Compare Hub
  • Models Directory
  • Stack Engine Presets
  • Frontier Models
  • Open Weights Catalog

Guides & Intent Lists

  • Best LLM Lists (2026)
  • Best Coding LLM
  • Best Cheap LLM
  • Fastest Low-Latency LLM
  • Claude vs GPT Benchmark
  • What is Elo?
  • Methodology Guides
  • News & Dispatches

Transparency & API

  • Evaluation Methodology
  • Benchmark Changelog
  • Public JSON API
  • llms.txt Specification
  • Privacy Policy
  • Sign In / Account

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

Every score has a dated snapshot.

Theme:
Currency:
  1. Home
  2. Comparisons
  3. Auto Router (Beta) vs GPT-5.6 Terra

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

Auto Router (Beta) vs GPT-5.6 Terra 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 GPT-5.6 Terra present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
Share Analysis:Share:
WhatsAppTelegramXLinkedIn
Executive Verdict Summary

Auto Router (Beta) holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench
GPT-5.6 TerraTop code solve rate
ReasoningGPQA / Live
GPT-5.6 TerraTop logical accuracy
Best Value$/1M Tok
Auto Router (Beta)Lowest API billing cost
Speed / TokTok/Sec
GPT-5.6 TerraFastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

Auto Router (Beta) (3)GPT-5.6 Terra (0)
Auto Router (Beta)
3 of 3 Wins
✓Input price✓Output price✓Context window
GPT-5.6 Terra
0 of 3 Wins
Competitive baseline across remaining benchmarks
openrouter
Leads 3 of 3
Auto Router (Beta)

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

In: $-1,000,000 · Out: $-1,000,000/1M
OpenAI
GPT-5.6 Terra

OpenAI 5.6 mid tier. Official API $2/$12 per 1M after the Jul 30 2026 price cut.

Terra Mid-TierElo 1,548In: $1 · Out: $6/1M
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 LeaderAuto Router (Beta) Wins

Auto Router (Beta)

$-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 (Beta) (3)vsGPT-5.6 Terra (7)
Auto Router (Beta): 3W (30%)Overall: GPT-5.6 TerraGPT-5.6 Terra: 7W (70%)
← Auto Router (Beta)GPT-5.6 Terra →
🏆GPT-5.6 Terra Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Auto Router (Beta)vsGPT-5.6 Terra
Preference Elo
—vs1,548
Coding Elo
—vs1,542
SWE-bench
—vs70.4%
LiveBench
—vs69.1%
GPQA Diamond
—vs82%
Auto Router (Beta): 0WGPT-5.6 Terra: 5W
🏆GPT-5.6 Terra Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Auto Router (Beta)vsGPT-5.6 Terra
Output speed
—vs128 tok/s
Time to first token
—vs160 ms
Auto Router (Beta): 0WGPT-5.6 Terra: 2W
🏆Auto Router (Beta) Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Auto Router (Beta)vsGPT-5.6 Terra
Output price
$-1,000,000/1Mvs$6/1M+$1,000,006/1M
Input price
$-1,000,000/1Mvs$1/1M+$1,000,001/1M
Context window
2Mvs1.1M+950k
Auto Router (Beta): 3WGPT-5.6 Terra: 0W

Side-by-Side Benchmark Matrix

Auto Router (Beta)GPT-5.6 Terra
Preference Elo
Auto Router (Beta)—
GPT-5.6 Terra1,548
Coding Elo
Auto Router (Beta)—
GPT-5.6 Terra1,542
LiveBench
Auto Router (Beta)—
GPT-5.6 Terra69.1%
SWE-bench
Auto Router (Beta)—
GPT-5.6 Terra70.4%
GPQA Diamond
Auto Router (Beta)—
GPT-5.6 Terra82%
Time to first token
Auto Router (Beta)—
GPT-5.6 Terra160 ms
Output speed
Auto Router (Beta)—
GPT-5.6 Terra128 tok/s
Input priceAuto Router (Beta) +$1,000,001/1M
Auto Router (Beta)$-1,000,000/1M
GPT-5.6 Terra$1/1M
Output priceAuto Router (Beta) +$1,000,006/1M
Auto Router (Beta)$-1,000,000/1M
GPT-5.6 Terra$6/1M
Context windowAuto Router (Beta) +950k
Auto Router (Beta)2M
GPT-5.6 Terra1.1M
BenchmarkAuto Router (Beta)GPT-5.6 TerraAdvantage Delta
Preference Elo—
1,548
lmarena · Aug 16, 2026
—
Coding Elo—
1,542
lmarena · Aug 16, 2026
—
LiveBench—
69.1%
livebench · Aug 16, 2026
—
SWE-bench—
70.4%
swebench · Aug 16, 2026
—
GPQA Diamond—
82%
seed-bootstrap · Aug 16, 2026
—
Time to first token—
160 ms
seed-bootstrap · Aug 16, 2026
—
Output speed—
128 tok/s
seed-bootstrap · Aug 16, 2026
—
Input price
$-1,000,000/1M
openrouter · Aug 17, 2026
$1/1M
openrouter · Aug 17, 2026
+$1,000,001/1M
Output price
$-1,000,000/1M
openrouter · Aug 17, 2026
$6/1M
openrouter · Aug 17, 2026
+$1,000,006/1M
Context window
2M
openrouter · Aug 17, 2026
1.1M
openrouter · Aug 17, 2026
+950k

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 / visionGPT-5.6 Terra

GPT-5.6 Terra is the side marked multimodal in the catalog.

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 / visionGPT-5.6 TerraGPT-5.6 Terra is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
priceJul 30, 2026

GPT-5.6 Terra after the Jul 30 cut: $2/$12 mid-tier

Terra is OpenAI’s Sonnet-class invoice. Use it when Sol is too expensive and Luna is too small.

Cast Your Matchup Vote

0 total votes

Community Discussions (0)

Sign in to cast your verified vote, bookmark models, and participate in benchmark discussions.Sign In to Post

No comments posted on this matchup yet. Be the first to share an evaluation note!

Social Share Card Preview

Dynamic OpenGraph banner generated at /compare/auto-beta-vs-gpt-5-6-terra/opengraph-image

Save PNG

CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
openrouter

Auto Router (Beta)

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

GPT-5.6 Terra

Elo 1,548
SWE-bench70.4%
Speed (tok/s)128 tok/s
Input / 1M Tokens$1/1M
Output / 1M Tokens$6/1M

Frequently Asked Questions

Which is better overall, Auto Router (Beta) or GPT-5.6 Terra?
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 GPT-5.6 Terra?
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 $6/1M. Input prices and retry rates still move the real bill.
Which is faster, Auto Router (Beta) or GPT-5.6 Terra?
We do not have TTFT for both models.
Which has the larger context window?
Auto Router (Beta) accepts 2M tokens versus 1.1M.
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 GPT-5.6 Terra Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • price · Jul 30, 2026

    GPT-5.6 Terra after the Jul 30 cut: $2/$12 mid-tier

Similar Head-to-Head Comparisons

All Auto Router (Beta) matchups →|All GPT-5.6 Terra matchups →
GPT-5 vs GPT-5.6 TerraGPT-4.5 Orion vs GPT-5.6 TerraGPT-5.6 Sol vs GPT-5.6 TerraGPT-5 mini vs GPT-5.6 TerraGPT-4o vs GPT-5.6 TerraGPT-4o mini vs GPT-5.6 Terra