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Precision Benchmarks

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Every score has a dated snapshot.

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  3. Doubao Lite 1.5 vs Yi-Lightning

Pairwise benchmark snapshot · Aug 1, 2026

Doubao Lite 1.5 vs Yi-Lightning benchmark

In this head-to-head showdown, Yi-Lightning delivers higher overall intelligence and human-preferred responses (Elo 1,475 vs 1,360), while Yi-Lightning leads in SWE-bench software engineering benchmarks (63.4%), while Doubao Lite 1.5 is more budget-friendly at $0.1/1M 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 Yi-Lightning 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 (5)Yi-Lightning (5)
Doubao Lite 1.5
5 of 10 Wins
✓Time to first token✓Output speed✓Input price✓Output price✓Context window
Yi-Lightning
5 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond
ByteDance
Leads 5 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
01.AI
Leads 5 of 10 metrics
Yi-Lightning

01.AI ultra-fast reasoning model delivering top LiveBench efficiency.

LightningElo 1,475$0.14/1M out

Doubao Series Lineage & Sibling Variants

3 models

Currently comparing Doubao Lite 1.5 vs Yi-Lightning. 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 LeaderYi-Lightning Wins

Yi-Lightning

Δ 115 Arena Elo pts

Throughput LeaderDoubao Lite 1.5 Wins

Doubao Lite 1.5

180 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 (5)vsYi-Lightning (5)
Doubao Lite 1.5: 5W (50%)Overall: Even matchupYi-Lightning: 5W (50%)
← Doubao Lite 1.5Yi-Lightning →
🏆Yi-Lightning(5/5)

Intelligence & Reasoning

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

Benchmark
Doubao Lite 1.5vsYi-Lightning
Preference Elo
1,360vs1,475+115
Coding Elo
1,320vs1,480+160
SWE-bench
46%vs63.4%+17.4%
LiveBench
54%vs65%+11%
GPQA Diamond
64.2%vs78%+13.8%
Doubao Lite 1.5: 0WYi-Lightning: 5W
🏆Doubao Lite 1.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Doubao Lite 1.5vsYi-Lightning
Output speed
180 tok/svs130 tok/s+50 tok/s
Time to first token
110 msvs150 ms+40 ms
Doubao Lite 1.5: 2WYi-Lightning: 0W
🏆Doubao Lite 1.5(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Doubao Lite 1.5vsYi-Lightning
Output price
$0.1/1Mvs$0.14/1M+$0.04/1M
Input price
$0.04/1Mvs$0.14/1M+$0.1/1M
Context window
33kvs16k+16k
Doubao Lite 1.5: 3WYi-Lightning: 0W

Side-by-Side Benchmark Matrix

Preference Elo+115
Doubao Lite 1.51,360
seed-bootstrap · Aug 1, 2026
Yi-Lightning1,475
seed-bootstrap · Aug 1, 2026
Coding Elo+160
Doubao Lite 1.51,320
seed-bootstrap · Aug 1, 2026
Yi-Lightning1,480
seed-bootstrap · Aug 1, 2026
LiveBench+11%
Doubao Lite 1.554%
seed-bootstrap · Aug 1, 2026
Yi-Lightning65%
seed-bootstrap · Aug 1, 2026
SWE-bench+17.4%
Doubao Lite 1.546%
seed-bootstrap · Aug 1, 2026
Yi-Lightning63.4%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+13.8%
Doubao Lite 1.564.2%
seed-bootstrap · Aug 1, 2026
Yi-Lightning78%
seed-bootstrap · Aug 1, 2026
Time to first token+40 ms
Doubao Lite 1.5110 ms
seed-bootstrap · Aug 1, 2026
Yi-Lightning150 ms
seed-bootstrap · Aug 1, 2026
Output speed+50 tok/s
Doubao Lite 1.5180 tok/s
seed-bootstrap · Aug 1, 2026
Yi-Lightning130 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.1/1M
Doubao Lite 1.5$0.04/1M
seed-bootstrap · Aug 1, 2026
Yi-Lightning$0.14/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.04/1M
Doubao Lite 1.5$0.1/1M
seed-bootstrap · Aug 1, 2026
Yi-Lightning$0.14/1M
seed-bootstrap · Aug 1, 2026
Context window+16k
Doubao Lite 1.533k
seed-bootstrap · Aug 1, 2026
Yi-Lightning16k
seed-bootstrap · Aug 1, 2026
BenchmarkDoubao Lite 1.5Yi-LightningAdvantage Delta
Preference Elo
1,360
seed-bootstrap · Aug 1, 2026
1,475
seed-bootstrap · Aug 1, 2026
+115
Coding Elo
1,320
seed-bootstrap · Aug 1, 2026
1,480
seed-bootstrap · Aug 1, 2026
+160
LiveBench
54%
seed-bootstrap · Aug 1, 2026
65%
seed-bootstrap · Aug 1, 2026
+11%
SWE-bench
46%
seed-bootstrap · Aug 1, 2026
63.4%
seed-bootstrap · Aug 1, 2026
+17.4%
GPQA Diamond
64.2%
seed-bootstrap · Aug 1, 2026
78%
seed-bootstrap · Aug 1, 2026
+13.8%
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
150 ms
seed-bootstrap · Aug 1, 2026
+40 ms
Output speed
180 tok/s
seed-bootstrap · Aug 1, 2026
130 tok/s
seed-bootstrap · Aug 1, 2026
+50 tok/s
Input price
$0.04/1M
seed-bootstrap · Aug 1, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$0.1/1M
Output price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$0.14/1M
seed-bootstrap · Aug 1, 2026
+$0.04/1M
Context window
33k
seed-bootstrap · Aug 1, 2026
16k
seed-bootstrap · Aug 1, 2026
+16k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 59% 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
Yi-Lightning$7.00 / mo
In: $4.9Out: $2.1
Estimated Cost Delta

Doubao Lite 1.5 is estimated to save $4.10/month ($49/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Yi-Lightning:Pick Yi-Lightning 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
    Doubao Lite 1.5:Pick Doubao Lite 1.5 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsYi-Lightning

Higher SWE-bench (63.4%).

High-volume chatDoubao Lite 1.5

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

Voice / low-latency UIDoubao Lite 1.5

Lower TTFT (110 ms).

Long-document RAGDoubao Lite 1.5

Larger window (33k).

Screenshots / visionYi-Lightning

Yi-Lightning is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsYi-LightningHigher SWE-bench (63.4%).
High-volume chatDoubao Lite 1.5Lower output list price ($0.1/1M).
Voice / low-latency UIDoubao Lite 1.5Lower TTFT (110 ms).
Long-document RAGDoubao Lite 1.5Larger window (33k).
Screenshots / visionYi-LightningYi-Lightning is the side marked multimodal in the catalog.
Community Sentiment

Cast Your Matchup Vote

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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
01.AI

Yi-Lightning

Elo 1,475
SWE-bench63.4%
Speed (tok/s)130 tok/s
Input / 1M Tokens$0.14/1M
Output / 1M Tokens$0.14/1M

Frequently Asked Questions

Which is better overall, Doubao Lite 1.5 or Yi-Lightning?
Yi-Lightning has the higher preference Elo in our latest snapshot (1,475). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Doubao Lite 1.5 or Yi-Lightning?
Yi-Lightning leads SWE-bench at 63.4% 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 $0.14/1M. Input prices and retry rates still move the real bill.
Which is faster, Doubao Lite 1.5 or Yi-Lightning?
Doubao Lite 1.5 has the lower time-to-first-token (110 ms vs 150 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Doubao Lite 1.5 accepts 33k tokens versus 16k.
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 Yi-Lightning Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Doubao Lite 1.5 matchups →|All Yi-Lightning matchups →
Doubao Lite 1.5 vs Doubao Pro 1.5 (next seed)Yi-Lightning vs Yi-Large (previous other)Yi-Lightning vs Ernie 4.5 Turbo (next other)Doubao Pro 1.5 vs Yi-LightningSeed 2.1 Turbo vs Yi-LightningMistral Large 3 vs Yi-Lightning