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Every score has a dated snapshot.

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  3. Codestral 25.01 vs Doubao Lite 1.5

Pairwise benchmark snapshot · Aug 1, 2026

Codestral 25.01 vs Doubao Lite 1.5 benchmark

In this head-to-head showdown, Doubao Lite 1.5 delivers higher overall intelligence and human-preferred responses (Elo 1,360 vs 1,320), while Codestral 25.01 leads in SWE-bench software engineering benchmarks (51.8%), 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: Doubao Lite 1.5 holds the advantage over Codestral 25.01 in overall benchmark performance and human evaluation rankings. Choose Doubao Lite 1.5 for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Verified Head-to-Head Advantage Breakdown

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

Codestral 25.01 (3)Doubao Lite 1.5 (6)
Codestral 25.01
3 of 9 Wins
✓Coding Elo✓SWE-bench✓Context window
Doubao Lite 1.5
6 of 9 Wins
✓Preference Elo✓GPQA Diamond✓Time to first token✓Output speed✓Input price✓Output price
Mistral
Leads 3 of 9 metrics
Codestral 25.01

Mistral code-specialist model.

CodestralElo 1,320$0.9/1M out
ByteDance
Leads 6 of 9 metrics
Doubao Lite 1.5

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

Lite 1.5Elo 1,360$0.1/1M out

Mistral Series Lineage & Sibling Variants

2 models

Currently comparing Codestral 25.01 vs Doubao Lite 1.5. Alternative family tiers available.

Active: Codestral 25.01
Mistral Large 3$6
Top Rival Showdowns for Codestral 25.01
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderDoubao Lite 1.5 Wins

Doubao Lite 1.5

Δ 40 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.

Codestral 25.01 (3)vsDoubao Lite 1.5 (6)
Codestral 25.01: 3W (33%)Overall: Doubao Lite 1.5Doubao Lite 1.5: 6W (67%)
← Codestral 25.011 tiesDoubao Lite 1.5 →
Tied (2-2)

Intelligence & Reasoning

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

Benchmark
Codestral 25.01vsDoubao Lite 1.5
Preference Elo
1,320vs1,360+40
Coding Elo
1,402vs1,320+82
SWE-bench
51.8%vs46%+5.8%
LiveBench
54%vs54%
GPQA Diamond
58.4%vs64.2%+5.8%
Codestral 25.01: 2WDoubao Lite 1.5: 2W
🏆Doubao Lite 1.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Codestral 25.01vsDoubao Lite 1.5
Output speed
148 tok/svs180 tok/s+32 tok/s
Time to first token
150 msvs110 ms+40 ms
Codestral 25.01: 0WDoubao Lite 1.5: 2W
🏆Doubao Lite 1.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Codestral 25.01vsDoubao Lite 1.5
Output price
$0.9/1Mvs$0.1/1M+$0.8/1M
Input price
$0.3/1Mvs$0.04/1M+$0.26/1M
Context window
256kvs33k+223k
Codestral 25.01: 1WDoubao Lite 1.5: 2W

Side-by-Side Benchmark Matrix

Preference Elo+40
Codestral 25.011,320
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.51,360
seed-bootstrap · Aug 1, 2026
Coding Elo+82
Codestral 25.011,402
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.51,320
seed-bootstrap · Aug 1, 2026
LiveBench
Codestral 25.0154%
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.554%
seed-bootstrap · Aug 1, 2026
SWE-bench+5.8%
Codestral 25.0151.8%
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.546%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+5.8%
Codestral 25.0158.4%
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.564.2%
seed-bootstrap · Aug 1, 2026
Time to first token+40 ms
Codestral 25.01150 ms
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.5110 ms
seed-bootstrap · Aug 1, 2026
Output speed+32 tok/s
Codestral 25.01148 tok/s
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.5180 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.26/1M
Codestral 25.01$0.3/1M
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.5$0.04/1M
seed-bootstrap · Aug 1, 2026
Output price+$0.8/1M
Codestral 25.01$0.9/1M
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.5$0.1/1M
seed-bootstrap · Aug 1, 2026
Context window+223k
Codestral 25.01256k
seed-bootstrap · Aug 1, 2026
Doubao Lite 1.533k
seed-bootstrap · Aug 1, 2026
BenchmarkCodestral 25.01Doubao Lite 1.5Advantage Delta
Preference Elo
1,320
seed-bootstrap · Aug 1, 2026
1,360
seed-bootstrap · Aug 1, 2026
+40
Coding Elo
1,402
seed-bootstrap · Aug 1, 2026
1,320
seed-bootstrap · Aug 1, 2026
+82
LiveBench
54%
seed-bootstrap · Aug 1, 2026
54%
seed-bootstrap · Aug 1, 2026
—
SWE-bench
51.8%
seed-bootstrap · Aug 1, 2026
46%
seed-bootstrap · Aug 1, 2026
+5.8%
GPQA Diamond
58.4%
seed-bootstrap · Aug 1, 2026
64.2%
seed-bootstrap · Aug 1, 2026
+5.8%
Time to first token
150 ms
seed-bootstrap · Aug 1, 2026
110 ms
seed-bootstrap · Aug 1, 2026
+40 ms
Output speed
148 tok/s
seed-bootstrap · Aug 1, 2026
180 tok/s
seed-bootstrap · Aug 1, 2026
+32 tok/s
Input price
$0.3/1M
seed-bootstrap · Aug 1, 2026
$0.04/1M
seed-bootstrap · Aug 1, 2026
+$0.26/1M
Output price
$0.9/1M
seed-bootstrap · Aug 1, 2026
$0.1/1M
seed-bootstrap · Aug 1, 2026
+$0.8/1M
Context window
256k
seed-bootstrap · Aug 1, 2026
33k
seed-bootstrap · Aug 1, 2026
+223k
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)
Codestral 25.01$24.00 / mo
In: $10.5Out: $13.5
Doubao Lite 1.5$2.90 / mo
In: $1.4Out: $1.5
Estimated Cost Delta

Doubao Lite 1.5 is estimated to save $21.10/month ($253/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Codestral 25.01:Pick Codestral 25.01 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 agentsCodestral 25.01

Higher SWE-bench (51.8%).

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 RAGCodestral 25.01

Larger window (256k).

Screenshots / visionDoubao Lite 1.5

Doubao Lite 1.5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsCodestral 25.01Higher SWE-bench (51.8%).
High-volume chatDoubao Lite 1.5Lower output list price ($0.1/1M).
Voice / low-latency UIDoubao Lite 1.5Lower TTFT (110 ms).
Long-document RAGCodestral 25.01Larger window (256k).
Screenshots / visionDoubao Lite 1.5Doubao Lite 1.5 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchJan 14, 2025

Codestral 25.01: Mistral’s code-specialist row

Jan 2025 code model. Still a valid cheap-coding compare. Not a chatbot.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Mistral

Codestral 25.01

Elo 1,320
SWE-bench51.8%
Speed (tok/s)148 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$0.9/1M
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

Frequently Asked Questions

Which is better overall, Codestral 25.01 or Doubao Lite 1.5?
Doubao Lite 1.5 has the higher preference Elo in our latest snapshot (1,360). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Codestral 25.01 or Doubao Lite 1.5?
Codestral 25.01 leads SWE-bench at 51.8% 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 $0.9/1M. Input prices and retry rates still move the real bill.
Which is faster, Codestral 25.01 or Doubao Lite 1.5?
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?
Codestral 25.01 accepts 256k 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. Codestral 25.01 and Doubao Lite 1.5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Jan 14, 2025

    Codestral 25.01: Mistral’s code-specialist row

Similar Head-to-Head Comparisons

All Codestral 25.01 matchups →|All Doubao Lite 1.5 matchups →
Codestral 25.01 vs Mistral Large 3 (next mistral)Doubao Lite 1.5 vs Doubao Pro 1.5 (next seed)Mistral Large 3 vs Doubao Lite 1.5Seed 2.1 Turbo vs Doubao Lite 1.5Yi-Lightning vs Doubao Lite 1.5Claude Opus 4.5 vs Doubao Lite 1.5