CompareLLM
CompareLLM.ai
Live
Leaderboard
Models
Compare
Best of & Stacks
Research & News
…
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. GPT-5.6 Terra vs Amazon: Nova Micro 1.0

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

GPT-5.6 Terra 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 GPT-5.6 Terra 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.
Share Analysis:
WhatsAppTelegramXLinkedInReddit

Verified Head-to-Head Advantage Breakdown

3 direct benchmark disciplines evaluated across capability, speed, and cost

GPT-5.6 Terra (1)Amazon: Nova Micro 1.0 (2)
GPT-5.6 Terra
1 of 3 Wins
✓Context window
Amazon: Nova Micro 1.0
2 of 3 Wins
✓Input price✓Output price
OpenAI
Leads 1 of 3 metrics
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 1,548$6/1M out
amazon
Leads 2 of 3 metrics
Amazon: Nova Micro 1.0

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

$0.14/1M out

GPT-5.6 Series Lineage & Sibling Variants

3 models

Currently comparing GPT-5.6 Terra vs Amazon: Nova Micro 1.0. Alternative family tiers available.

Active: GPT-5.6 Terra
GPT-5.6 Sol$30GPT-5.6 Luna$0.6
Top Rival Showdowns for GPT-5.6 Terra
All Matchups
Compare vs:vs Claude Opus 4.5vs 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 Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-5.6 Terra (8)vsAmazon: Nova Micro 1.0 (2)
GPT-5.6 Terra: 8W (80%)Overall: GPT-5.6 TerraAmazon: Nova Micro 1.0: 2W (20%)
← GPT-5.6 TerraAmazon: Nova Micro 1.0 →
🏆GPT-5.6 Terra(5/5)

Intelligence & Reasoning

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

Benchmark
GPT-5.6 TerravsAmazon: Nova Micro 1.0
Preference Elo
1,548vs—
Coding Elo
1,542vs—
SWE-bench
70.4%vs—
LiveBench
69.1%vs—
GPQA Diamond
82%vs—
GPT-5.6 Terra: 5WAmazon: Nova Micro 1.0: 0W
🏆GPT-5.6 Terra(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-5.6 TerravsAmazon: Nova Micro 1.0
Output speed
128 tok/svs—
Time to first token
160 msvs—
GPT-5.6 Terra: 2WAmazon: Nova Micro 1.0: 0W
🏆Amazon: Nova Micro 1.0(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-5.6 TerravsAmazon: Nova Micro 1.0
Output price
$6/1Mvs$0.14/1M+$5.86/1M
Input price
$1/1Mvs$0.035/1M+$0.965/1M
Context window
1.1Mvs128k+922k
GPT-5.6 Terra: 1WAmazon: Nova Micro 1.0: 2W

Side-by-Side Benchmark Matrix

Preference Elo
GPT-5.6 Terra1,548
lmarena · Aug 16, 2026
Amazon: Nova Micro 1.0—
Coding Elo
GPT-5.6 Terra1,542
lmarena · Aug 16, 2026
Amazon: Nova Micro 1.0—
LiveBench
GPT-5.6 Terra69.1%
livebench · Aug 16, 2026
Amazon: Nova Micro 1.0—
SWE-bench
GPT-5.6 Terra70.4%
swebench · Aug 16, 2026
Amazon: Nova Micro 1.0—
GPQA Diamond
GPT-5.6 Terra82%
seed-bootstrap · Aug 16, 2026
Amazon: Nova Micro 1.0—
Time to first token
GPT-5.6 Terra160 ms
seed-bootstrap · Aug 16, 2026
Amazon: Nova Micro 1.0—
Output speed
GPT-5.6 Terra128 tok/s
seed-bootstrap · Aug 16, 2026
Amazon: Nova Micro 1.0—
Input price+$0.965/1M
GPT-5.6 Terra$1/1M
openrouter · Aug 17, 2026
Amazon: Nova Micro 1.0$0.035/1M
openrouter · Aug 17, 2026
Output price+$5.86/1M
GPT-5.6 Terra$6/1M
openrouter · Aug 17, 2026
Amazon: Nova Micro 1.0$0.14/1M
openrouter · Aug 17, 2026
Context window+922k
GPT-5.6 Terra1.1M
openrouter · Aug 17, 2026
Amazon: Nova Micro 1.0128k
openrouter · Aug 17, 2026
BenchmarkGPT-5.6 TerraAmazon: Nova Micro 1.0Advantage 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
$1/1M
openrouter · Aug 17, 2026
$0.035/1M
openrouter · Aug 17, 2026
+$0.965/1M
Output price
$6/1M
openrouter · Aug 17, 2026
$0.14/1M
openrouter · Aug 17, 2026
+$5.86/1M
Context window
1.1M
openrouter · Aug 17, 2026
128k
openrouter · Aug 17, 2026
+922k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 97% 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)
GPT-5.6 Terra$125.00 / mo
In: $35Out: $90
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 $121.68/month ($1,460/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
    GPT-5.6 Terra:Pick GPT-5.6 Terra 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 RAGGPT-5.6 Terra

Larger window (1.1M).

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 chatAmazon: Nova Micro 1.0Lower output list price ($0.14/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGGPT-5.6 TerraLarger window (1.1M).
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.

Community Sentiment

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/gpt-5-6-terra-vs-nova-micro-v1/opengraph-image

Save PNG

CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
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
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, GPT-5.6 Terra 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, GPT-5.6 Terra 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 $6/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-5.6 Terra or Amazon: Nova Micro 1.0?
We do not have TTFT for both models.
Which has the larger context window?
GPT-5.6 Terra accepts 1.1M 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. GPT-5.6 Terra and Amazon: Nova Micro 1.0 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 GPT-5.6 Terra matchups →|All Amazon: Nova Micro 1.0 matchups →
GPT-4.5 Orion vs GPT-5.6 TerraGPT-5 vs GPT-5.6 TerraGPT-5.6 Sol vs GPT-5.6 TerraOpenAI: o3 Mini vs GPT-5.6 TerraOpenAI: o1 vs GPT-5.6 TerraGPT-5.6 Luna vs GPT-5.6 Terra