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Every score has a dated snapshot.

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  3. GPT-5.6 Terra vs Kimi Chat 1.5

Pairwise benchmark snapshot · Aug 16, 2026

GPT-5.6 Terra vs Kimi Chat 1.5 benchmark

In this head-to-head showdown, GPT-5.6 Terra delivers higher overall intelligence and human-preferred responses (Elo 1,548 vs 1,420), while GPT-5.6 Terra leads in SWE-bench software engineering benchmarks (70.4%), while Kimi Chat 1.5 is more budget-friendly at $0.8/1M per 1M output tokens, while GPT-5.6 Terra provides faster response streaming (128 tok/s). 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 Kimi Chat 1.5 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

GPT-5.6 Terra (7)Kimi Chat 1.5 (3)
GPT-5.6 Terra
7 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed
Kimi Chat 1.5
3 of 10 Wins
✓Input price✓Output price✓Context window
OpenAI
Leads 7 of 10 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$12/1M out
Moonshot
Leads 3 of 10 metrics
Kimi Chat 1.5

Moonshot ultra-long context model supporting up to 2 million tokens per request.

2M ContextElo 1,420$0.8/1M out

GPT-5.6 Series Lineage & Sibling Variants

3 models

Currently comparing GPT-5.6 Terra vs Kimi Chat 1.5. Alternative family tiers available.

Active: GPT-5.6 Terra
GPT-5.6 Sol$30GPT-5.6 Luna$1.2
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 LeaderGPT-5.6 Terra Wins

GPT-5.6 Terra

Δ 128 Arena Elo pts

Throughput LeaderGPT-5.6 Terra Wins

GPT-5.6 Terra

128 tok/s

Value per Dollar LeaderKimi Chat 1.5 Wins

Kimi Chat 1.5

$0.8 / 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
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

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

GPT-5.6 Terra (7)vsKimi Chat 1.5 (3)
GPT-5.6 Terra: 7W (70%)Overall: GPT-5.6 TerraKimi Chat 1.5: 3W (30%)
← GPT-5.6 TerraKimi Chat 1.5 →
🏆GPT-5.6 Terra(5/5)

Intelligence & Reasoning

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

Benchmark
GPT-5.6 TerravsKimi Chat 1.5
Preference Elo
1,548vs1,420+128
Coding Elo
1,542vs1,390+152
SWE-bench
70.4%vs51%+19.4%
LiveBench
69.1%vs58%+11.1%
GPQA Diamond
82%vs71.5%+10.5%
GPT-5.6 Terra: 5WKimi Chat 1.5: 0W
🏆GPT-5.6 Terra(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
GPT-5.6 TerravsKimi Chat 1.5
Output speed
128 tok/svs95 tok/s+33 tok/s
Time to first token
160 msvs210 ms+50 ms
GPT-5.6 Terra: 2WKimi Chat 1.5: 0W
🏆Kimi Chat 1.5(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
GPT-5.6 TerravsKimi Chat 1.5
Output price
$12/1Mvs$0.8/1M+$11.2/1M
Input price
$2/1Mvs$0.2/1M+$1.8/1M
Context window
1Mvs2M+1M
GPT-5.6 Terra: 0WKimi Chat 1.5: 3W

Side-by-Side Benchmark Matrix

Preference Elo+128
GPT-5.6 Terra1,548
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.51,420
seed-bootstrap · Aug 1, 2026
Coding Elo+152
GPT-5.6 Terra1,542
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.51,390
seed-bootstrap · Aug 1, 2026
LiveBench+11.1%
GPT-5.6 Terra69.1%
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.558%
seed-bootstrap · Aug 1, 2026
SWE-bench+19.4%
GPT-5.6 Terra70.4%
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.551%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+10.5%
GPT-5.6 Terra82%
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.571.5%
seed-bootstrap · Aug 1, 2026
Time to first token+50 ms
GPT-5.6 Terra160 ms
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.5210 ms
seed-bootstrap · Aug 1, 2026
Output speed+33 tok/s
GPT-5.6 Terra128 tok/s
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.595 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$1.8/1M
GPT-5.6 Terra$2/1M
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.5$0.2/1M
seed-bootstrap · Aug 1, 2026
Output price+$11.2/1M
GPT-5.6 Terra$12/1M
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.5$0.8/1M
seed-bootstrap · Aug 1, 2026
Context window+1M
GPT-5.6 Terra1M
seed-bootstrap · Aug 16, 2026
Kimi Chat 1.52M
seed-bootstrap · Aug 1, 2026
BenchmarkGPT-5.6 TerraKimi Chat 1.5Advantage Delta
Preference Elo
1,548
seed-bootstrap · Aug 16, 2026
1,420
seed-bootstrap · Aug 1, 2026
+128
Coding Elo
1,542
seed-bootstrap · Aug 16, 2026
1,390
seed-bootstrap · Aug 1, 2026
+152
LiveBench
69.1%
seed-bootstrap · Aug 16, 2026
58%
seed-bootstrap · Aug 1, 2026
+11.1%
SWE-bench
70.4%
seed-bootstrap · Aug 16, 2026
51%
seed-bootstrap · Aug 1, 2026
+19.4%
GPQA Diamond
82%
seed-bootstrap · Aug 16, 2026
71.5%
seed-bootstrap · Aug 1, 2026
+10.5%
Time to first token
160 ms
seed-bootstrap · Aug 16, 2026
210 ms
seed-bootstrap · Aug 1, 2026
+50 ms
Output speed
128 tok/s
seed-bootstrap · Aug 16, 2026
95 tok/s
seed-bootstrap · Aug 1, 2026
+33 tok/s
Input price
$2/1M
seed-bootstrap · Aug 16, 2026
$0.2/1M
seed-bootstrap · Aug 1, 2026
+$1.8/1M
Output price
$12/1M
seed-bootstrap · Aug 16, 2026
$0.8/1M
seed-bootstrap · Aug 1, 2026
+$11.2/1M
Context window
1M
seed-bootstrap · Aug 16, 2026
2M
seed-bootstrap · Aug 1, 2026
+1M
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 92% with Kimi Chat 1.5
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$250.00 / mo
In: $70Out: $180
Kimi Chat 1.5$19.00 / mo
In: $7Out: $12
Estimated Cost Delta

Kimi Chat 1.5 is estimated to save $231.00/month ($2,772/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-5.6 Terra:Pick GPT-5.6 Terra when repo-level coding accuracy is the constraint.
  • 2
    Kimi Chat 1.5:Pick Kimi Chat 1.5 when you are optimizing output cost.
  • 3
    GPT-5.6 Terra:Pick GPT-5.6 Terra when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Terra

Higher SWE-bench (70.4%).

High-volume chatKimi Chat 1.5

Lower output list price ($0.8/1M).

Voice / low-latency UIGPT-5.6 Terra

Lower TTFT (160 ms).

Long-document RAGKimi Chat 1.5

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 agentsGPT-5.6 TerraHigher SWE-bench (70.4%).
High-volume chatKimi Chat 1.5Lower output list price ($0.8/1M).
Voice / low-latency UIGPT-5.6 TerraLower TTFT (160 ms).
Long-document RAGKimi Chat 1.5Larger 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.

Community Sentiment

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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$2/1M
Output / 1M Tokens$12/1M
Moonshot

Kimi Chat 1.5

Elo 1,420
SWE-bench51%
Speed (tok/s)95 tok/s
Input / 1M Tokens$0.2/1M
Output / 1M Tokens$0.8/1M

Frequently Asked Questions

Which is better overall, GPT-5.6 Terra or Kimi Chat 1.5?
GPT-5.6 Terra has the higher preference Elo in our latest snapshot (1,548). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, GPT-5.6 Terra or Kimi Chat 1.5?
GPT-5.6 Terra leads SWE-bench at 70.4% vs 51%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Kimi Chat 1.5 output tokens are $0.8/1M versus $12/1M. Input prices and retry rates still move the real bill.
Which is faster, GPT-5.6 Terra or Kimi Chat 1.5?
GPT-5.6 Terra has the lower time-to-first-token (160 ms vs 210 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Kimi Chat 1.5 accepts 2M tokens versus 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. GPT-5.6 Terra and Kimi Chat 1.5 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 Kimi Chat 1.5 matchups →
Kimi Chat 1.5 vs Kimi K2 (next kimi)GPT-4.5 Orion vs GPT-5.6 TerraGPT-5 vs GPT-5.6 TerraOpenAI o3-mini vs GPT-5.6 TerraKimi K3 vs GPT-5.6 TerraKimi K2.5 Max vs GPT-5.6 Terra