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Every score has a dated snapshot.

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  3. Doubao Lite 1.5 vs Perceptron: Perceptron Mk1

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

Doubao Lite 1.5 vs Perceptron: Perceptron Mk1 benchmark

In this head-to-head showdown, 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: Both Doubao Lite 1.5 and Perceptron: Perceptron Mk1 present distinct architectural strengths. Compare the verified benchmark matrix below to choose the model tailored to your specific application requirements.
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Verified Head-to-Head Advantage Breakdown

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

Doubao Lite 1.5 (2)Perceptron: Perceptron Mk1 (0)
Doubao Lite 1.5
2 of 2 Wins
✓Input price✓Output price
Perceptron: Perceptron Mk1
0 of 2 Wins
Competitive baseline across remaining benchmarks
ByteDance
Leads 2 of 2 metrics
Doubao Lite 1.5

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

Lite 1.5Elo 1,360$0.1/1M out
perceptron
Perceptron: Perceptron Mk1

Auto-discovered from OpenRouter (perceptron/perceptron-mk1). Preview until a second source matches.

$1.5/1M out

Doubao Series Lineage & Sibling Variants

3 models

Currently comparing Doubao Lite 1.5 vs Perceptron: Perceptron Mk1. Alternative family tiers available.

Active: Doubao Lite 1.5
Doubao Pro 1.5$0.28Seed 2.1 Turbo$2.5
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 Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

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
0–100 %ile
Head-to-Head Comparison

Overall Matchup Breakdown

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

Doubao Lite 1.5 (9)vsPerceptron: Perceptron Mk1 (0)
Doubao Lite 1.5: 9W (100%)Overall: Doubao Lite 1.5Perceptron: Perceptron Mk1: 0W (0%)
← Doubao Lite 1.51 tiesPerceptron: Perceptron Mk1 →
🏆Doubao Lite 1.5(5/5)

Intelligence & Reasoning

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

Benchmark
Doubao Lite 1.5vsPerceptron: Perceptron Mk1
Preference Elo
1,360vs—
Coding Elo
1,320vs—
SWE-bench
46%vs—
LiveBench
54%vs—
GPQA Diamond
64.2%vs—
Doubao Lite 1.5: 5WPerceptron: Perceptron Mk1: 0W
🏆Doubao Lite 1.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Doubao Lite 1.5vsPerceptron: Perceptron Mk1
Output speed
180 tok/svs—
Time to first token
110 msvs—
Doubao Lite 1.5: 2WPerceptron: Perceptron Mk1: 0W
🏆Doubao Lite 1.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Doubao Lite 1.5vsPerceptron: Perceptron Mk1
Output price
$0.1/1Mvs$1.5/1M+$1.4/1M
Input price
$0.04/1Mvs$0.15/1M+$0.11/1M
Context window
33kvs33k
Doubao Lite 1.5: 2WPerceptron: Perceptron Mk1: 0W

Side-by-Side Benchmark Matrix

Preference Elo
Doubao Lite 1.51,360
lmarena · Aug 17, 2026
Perceptron: Perceptron Mk1—
Coding Elo
Doubao Lite 1.51,320
lmarena · Aug 17, 2026
Perceptron: Perceptron Mk1—
LiveBench
Doubao Lite 1.554%
livebench · Aug 17, 2026
Perceptron: Perceptron Mk1—
SWE-bench
Doubao Lite 1.546%
swebench · Aug 17, 2026
Perceptron: Perceptron Mk1—
GPQA Diamond
Doubao Lite 1.564.2%
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk1—
Time to first token
Doubao Lite 1.5110 ms
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk1—
Output speed
Doubao Lite 1.5180 tok/s
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk1—
Input price+$0.11/1M
Doubao Lite 1.5$0.04/1M
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk1$0.15/1M
openrouter · Aug 17, 2026
Output price+$1.4/1M
Doubao Lite 1.5$0.1/1M
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk1$1.5/1M
openrouter · Aug 17, 2026
Context window
Doubao Lite 1.533k
seed-bootstrap · Aug 1, 2026
Perceptron: Perceptron Mk133k
openrouter · Aug 17, 2026
BenchmarkDoubao Lite 1.5Perceptron: Perceptron Mk1Advantage Delta
Preference Elo
1,360
lmarena · Aug 17, 2026
——
Coding Elo
1,320
lmarena · Aug 17, 2026
——
LiveBench
54%
livebench · Aug 17, 2026
——
SWE-bench
46%
swebench · Aug 17, 2026
——
GPQA Diamond
64.2%
seed-bootstrap · Aug 1, 2026
——
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
180 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.04/1M
seed-bootstrap · Aug 1, 2026
$0.15/1M
openrouter · Aug 17, 2026
+$0.11/1M
Output price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$1.5/1M
openrouter · Aug 17, 2026
+$1.4/1M
Context window
33k
seed-bootstrap · Aug 1, 2026
33k
openrouter · Aug 17, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 90% 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
Perceptron: Perceptron Mk1$27.75 / mo
In: $5.25Out: $22.5
Estimated Cost Delta

Doubao Lite 1.5 is estimated to save $24.85/month ($298/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Doubao Lite 1.5:Pick Doubao Lite 1.5 when you are optimizing output cost.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatDoubao Lite 1.5

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

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGDoubao Lite 1.5

Larger window (33k).

Screenshots / visionPerceptron: Perceptron Mk1

Perceptron: Perceptron Mk1 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatDoubao Lite 1.5Lower output list price ($0.1/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGDoubao Lite 1.5Larger window (33k).
Screenshots / visionPerceptron: Perceptron Mk1Perceptron: Perceptron Mk1 is the side marked multimodal in the catalog.
Community Sentiment

Cast Your Matchup Vote

0 total votes

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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
perceptron

Perceptron: Perceptron Mk1

Elo n/a
SWE-bench—
Speed (tok/s)33k
Input / 1M Tokens$0.15/1M
Output / 1M Tokens$1.5/1M

Frequently Asked Questions

Which is better overall, Doubao Lite 1.5 or Perceptron: Perceptron Mk1?
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, Doubao Lite 1.5 or Perceptron: Perceptron Mk1?
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?
Doubao Lite 1.5 output tokens are $0.1/1M versus $1.5/1M. Input prices and retry rates still move the real bill.
Which is faster, Doubao Lite 1.5 or Perceptron: Perceptron Mk1?
We do not have TTFT for both models.
Which has the larger context window?
Doubao Lite 1.5 accepts 33k 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 Perceptron: Perceptron Mk1 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 Perceptron: Perceptron Mk1 matchups →
Doubao Lite 1.5 vs Doubao Pro 1.5 (next seed)Seed 2.1 Turbo vs Doubao Lite 1.5Mistral Large 3 vs Doubao Lite 1.5Yi-Lightning vs Doubao Lite 1.5Gemini 2.0 Flash Thinking vs Doubao Lite 1.5Gemini 3 Flash vs Doubao Lite 1.5