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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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  2. Comparisons
  3. Doubao Lite 1.5 vs GPT-5.6 Luna

Pairwise benchmark snapshot · Aug 16, 2026

Doubao Lite 1.5 vs GPT-5.6 Luna benchmark

In this head-to-head showdown, GPT-5.6 Luna delivers higher overall intelligence and human-preferred responses (Elo 1,466 vs 1,360), while GPT-5.6 Luna leads in SWE-bench software engineering benchmarks (61.8%), while Doubao Lite 1.5 is more budget-friendly at $0.1/1M per 1M output tokens, while GPT-5.6 Luna provides faster response streaming (188 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 Luna if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Doubao Lite 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

Doubao Lite 1.5 (2)GPT-5.6 Luna (8)
Doubao Lite 1.5
2 of 10 Wins
✓Input price✓Output price
GPT-5.6 Luna
8 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed✓Context window
ByteDance
Leads 2 of 10 metrics
Doubao Lite 1.5

ByteDance high-speed lightweight model priced at sub-cent levels.

Lite 1.5Elo 1,360$0.1/1M out
OpenAI
Leads 8 of 10 metrics
GPT-5.6 Luna

OpenAI 5.6 fast/cheap tier. Official API $0.20/$1.20 per 1M after the Jul 30 80% Luna cut.

Luna Fast / VolumeElo 1,466$1.2/1M out

Doubao Series Lineage & Sibling Variants

3 models

Currently comparing Doubao Lite 1.5 vs GPT-5.6 Luna. Alternative family tiers available.

Active: Doubao Lite 1.5
Doubao Pro 1.5$0.28Seed 2.1 Turbo$1.1
Top Rival Showdowns for Doubao Lite 1.5
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderGPT-5.6 Luna Wins

GPT-5.6 Luna

Δ 106 Arena Elo pts

Throughput LeaderGPT-5.6 Luna Wins

GPT-5.6 Luna

188 tok/s

Value per Dollar LeaderDoubao Lite 1.5 Wins

Doubao Lite 1.5

$0.1 / 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.

Doubao Lite 1.5 (2)vsGPT-5.6 Luna (8)
Doubao Lite 1.5: 2W (20%)Overall: GPT-5.6 LunaGPT-5.6 Luna: 8W (80%)
← Doubao Lite 1.5GPT-5.6 Luna →
🏆GPT-5.6 Luna(5/5)

Intelligence & Reasoning

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

Benchmark
Doubao Lite 1.5vsGPT-5.6 Luna
Preference Elo
1,360vs1,466+106
Coding Elo
1,320vs1,458+138
SWE-bench
46%vs61.8%+15.8%
LiveBench
54%vs64.2%+10.2%
GPQA Diamond
64.2%vs75.4%+11.2%
Doubao Lite 1.5: 0WGPT-5.6 Luna: 5W
🏆GPT-5.6 Luna(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Doubao Lite 1.5vsGPT-5.6 Luna
Output speed
180 tok/svs188 tok/s+8 tok/s
Time to first token
110 msvs88 ms+22 ms
Doubao Lite 1.5: 0WGPT-5.6 Luna: 2W
🏆Doubao Lite 1.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Doubao Lite 1.5vsGPT-5.6 Luna
Output price
$0.1/1Mvs$1.2/1M+$1.1/1M
Input price
$0.04/1Mvs$0.2/1M+$0.16/1M
Context window
33kvs1M+967k
Doubao Lite 1.5: 2WGPT-5.6 Luna: 1W

Side-by-Side Benchmark Matrix

Preference Elo+106
Doubao Lite 1.51,360
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna1,466
seed-bootstrap · Aug 16, 2026
Coding Elo+138
Doubao Lite 1.51,320
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna1,458
seed-bootstrap · Aug 16, 2026
LiveBench+10.2%
Doubao Lite 1.554%
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna64.2%
seed-bootstrap · Aug 16, 2026
SWE-bench+15.8%
Doubao Lite 1.546%
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna61.8%
seed-bootstrap · Aug 16, 2026
GPQA Diamond+11.2%
Doubao Lite 1.564.2%
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna75.4%
seed-bootstrap · Aug 16, 2026
Time to first token+22 ms
Doubao Lite 1.5110 ms
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna88 ms
seed-bootstrap · Aug 16, 2026
Output speed+8 tok/s
Doubao Lite 1.5180 tok/s
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna188 tok/s
seed-bootstrap · Aug 16, 2026
Input price+$0.16/1M
Doubao Lite 1.5$0.04/1M
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna$0.2/1M
seed-bootstrap · Aug 16, 2026
Output price+$1.1/1M
Doubao Lite 1.5$0.1/1M
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna$1.2/1M
seed-bootstrap · Aug 16, 2026
Context window+967k
Doubao Lite 1.533k
seed-bootstrap · Aug 1, 2026
GPT-5.6 Luna1M
seed-bootstrap · Aug 16, 2026
BenchmarkDoubao Lite 1.5GPT-5.6 LunaAdvantage Delta
Preference Elo
1,360
seed-bootstrap · Aug 1, 2026
1,466
seed-bootstrap · Aug 16, 2026
+106
Coding Elo
1,320
seed-bootstrap · Aug 1, 2026
1,458
seed-bootstrap · Aug 16, 2026
+138
LiveBench
54%
seed-bootstrap · Aug 1, 2026
64.2%
seed-bootstrap · Aug 16, 2026
+10.2%
SWE-bench
46%
seed-bootstrap · Aug 1, 2026
61.8%
seed-bootstrap · Aug 16, 2026
+15.8%
GPQA Diamond
64.2%
seed-bootstrap · Aug 1, 2026
75.4%
seed-bootstrap · Aug 16, 2026
+11.2%
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
88 ms
seed-bootstrap · Aug 16, 2026
+22 ms
Output speed
180 tok/s
seed-bootstrap · Aug 1, 2026
188 tok/s
seed-bootstrap · Aug 16, 2026
+8 tok/s
Input price
$0.04/1M
seed-bootstrap · Aug 1, 2026
$0.2/1M
seed-bootstrap · Aug 16, 2026
+$0.16/1M
Output price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$1.2/1M
seed-bootstrap · Aug 16, 2026
+$1.1/1M
Context window
33k
seed-bootstrap · Aug 1, 2026
1M
seed-bootstrap · Aug 16, 2026
+967k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 88% with Doubao Lite 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)
Doubao Lite 1.5$2.90 / mo
In: $1.4Out: $1.5
GPT-5.6 Luna$25.00 / mo
In: $7Out: $18
Estimated Cost Delta

Doubao Lite 1.5 is estimated to save $22.10/month ($265/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

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

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Luna

Higher SWE-bench (61.8%).

High-volume chatDoubao Lite 1.5

Lower output list price ($0.1/1M).

Voice / low-latency UIGPT-5.6 Luna

Lower TTFT (88 ms).

Long-document RAGGPT-5.6 Luna

Larger window (1M).

Screenshots / visionGPT-5.6 Luna

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-5.6 LunaHigher SWE-bench (61.8%).
High-volume chatDoubao Lite 1.5Lower output list price ($0.1/1M).
Voice / low-latency UIGPT-5.6 LunaLower TTFT (88 ms).
Long-document RAGGPT-5.6 LunaLarger window (1M).
Screenshots / visionGPT-5.6 LunaGPT-5.6 Luna is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
priceJul 30, 2026

GPT-5.6 Luna’s 80% cut: $0.20/$1.20 for volume chat

Luna is the OpenAI fast/cheap 5.6 SKU after Jul 30. It is not Sol. Sort by price and TTFT, not Elo.

launchAug 8, 2025

GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

High-volume agents that cannot pay Sol. Compare to Luna before you assume the new cheap SKU wins.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
ByteDance

Doubao Lite 1.5

Elo 1,360
SWE-bench46%
Speed (tok/s)180 tok/s
Input / 1M Tokens$0.04/1M
Output / 1M Tokens$0.1/1M
OpenAI

GPT-5.6 Luna

Elo 1,466
SWE-bench61.8%
Speed (tok/s)188 tok/s
Input / 1M Tokens$0.2/1M
Output / 1M Tokens$1.2/1M

Frequently Asked Questions

Which is better overall, Doubao Lite 1.5 or GPT-5.6 Luna?
GPT-5.6 Luna has the higher preference Elo in our latest snapshot (1,466). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Doubao Lite 1.5 or GPT-5.6 Luna?
GPT-5.6 Luna leads SWE-bench at 61.8% vs 46%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Doubao Lite 1.5 output tokens are $0.1/1M versus $1.2/1M. Input prices and retry rates still move the real bill.
Which is faster, Doubao Lite 1.5 or GPT-5.6 Luna?
GPT-5.6 Luna has the lower time-to-first-token (88 ms vs 110 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
GPT-5.6 Luna accepts 1M tokens versus 33k.
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. Doubao Lite 1.5 and GPT-5.6 Luna Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • price · Jul 30, 2026

    GPT-5.6 Luna’s 80% cut: $0.20/$1.20 for volume chat

  • launch · Aug 8, 2025

    GPT-5 mini: the 2025 distill still useful as a cheap OpenAI baseline

Similar Head-to-Head Comparisons

All Doubao Lite 1.5 matchups →|All GPT-5.6 Luna matchups →
Doubao Lite 1.5 vs Doubao Pro 1.5 (next seed)GPT-5.6 Luna vs GPT-5 mini (previous gpt-mini)Doubao Pro 1.5 vs GPT-5.6 LunaGPT-5 vs GPT-5.6 LunaOpenAI o3-mini vs GPT-5.6 LunaGPT-4.5 Orion vs GPT-5.6 Luna