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  3. Doubao Lite 1.5 vs MiniMax M2.5

Pairwise benchmark snapshot · Aug 1, 2026

Doubao Lite 1.5 vs MiniMax M2.5 benchmark

In this head-to-head showdown, MiniMax M2.5 delivers higher overall intelligence and human-preferred responses (Elo 1,478 vs 1,360), while MiniMax M2.5 leads in SWE-bench software engineering benchmarks (75.8%), 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: Choose MiniMax M2.5 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 (4)MiniMax M2.5 (6)
Doubao Lite 1.5
4 of 10 Wins
✓Time to first token✓Output speed✓Input price✓Output price
MiniMax M2.5
6 of 10 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Context window
ByteDance
Leads 4 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
MiniMax
Leads 6 of 10 metrics
MiniMax M2.5

MiniMax coding model. Tied near the top of official SWE-bench bash-only in Feb 2026.

Elo 1,478$1.2/1M out

Doubao Series Lineage & Sibling Variants

3 models

Currently comparing Doubao Lite 1.5 vs MiniMax M2.5. 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 LeaderMiniMax M2.5 Wins

MiniMax M2.5

Δ 118 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 (4)vsMiniMax M2.5 (6)
Doubao Lite 1.5: 4W (40%)Overall: MiniMax M2.5MiniMax M2.5: 6W (60%)
← Doubao Lite 1.5MiniMax M2.5 →
🏆MiniMax M2.5(5/5)

Intelligence & Reasoning

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

Benchmark
Doubao Lite 1.5vsMiniMax M2.5
Preference Elo
1,360vs1,478+118
Coding Elo
1,320vs1,536+216
SWE-bench
46%vs75.8%+29.8%
LiveBench
54%vs64.4%+10.4%
GPQA Diamond
64.2%vs76.2%+12%
Doubao Lite 1.5: 0WMiniMax M2.5: 5W
🏆Doubao Lite 1.5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Doubao Lite 1.5vsMiniMax M2.5
Output speed
180 tok/svs90 tok/s+90 tok/s
Time to first token
110 msvs250 ms+140 ms
Doubao Lite 1.5: 2WMiniMax M2.5: 0W
🏆Doubao Lite 1.5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Doubao Lite 1.5vsMiniMax M2.5
Output price
$0.1/1Mvs$1.2/1M+$1.1/1M
Input price
$0.04/1Mvs$0.3/1M+$0.26/1M
Context window
33kvs205k+172k
Doubao Lite 1.5: 2WMiniMax M2.5: 1W

Side-by-Side Benchmark Matrix

Preference Elo+118
Doubao Lite 1.51,360
seed-bootstrap · Aug 1, 2026
MiniMax M2.51,478
seed-bootstrap · Aug 1, 2026
Coding Elo+216
Doubao Lite 1.51,320
seed-bootstrap · Aug 1, 2026
MiniMax M2.51,536
seed-bootstrap · Aug 1, 2026
LiveBench+10.4%
Doubao Lite 1.554%
seed-bootstrap · Aug 1, 2026
MiniMax M2.564.4%
seed-bootstrap · Aug 1, 2026
SWE-bench+29.8%
Doubao Lite 1.546%
seed-bootstrap · Aug 1, 2026
MiniMax M2.575.8%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+12%
Doubao Lite 1.564.2%
seed-bootstrap · Aug 1, 2026
MiniMax M2.576.2%
seed-bootstrap · Aug 1, 2026
Time to first token+140 ms
Doubao Lite 1.5110 ms
seed-bootstrap · Aug 1, 2026
MiniMax M2.5250 ms
seed-bootstrap · Aug 1, 2026
Output speed+90 tok/s
Doubao Lite 1.5180 tok/s
seed-bootstrap · Aug 1, 2026
MiniMax M2.590 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$0.26/1M
Doubao Lite 1.5$0.04/1M
seed-bootstrap · Aug 1, 2026
MiniMax M2.5$0.3/1M
seed-bootstrap · Aug 1, 2026
Output price+$1.1/1M
Doubao Lite 1.5$0.1/1M
seed-bootstrap · Aug 1, 2026
MiniMax M2.5$1.2/1M
seed-bootstrap · Aug 1, 2026
Context window+172k
Doubao Lite 1.533k
seed-bootstrap · Aug 1, 2026
MiniMax M2.5205k
seed-bootstrap · Aug 1, 2026
BenchmarkDoubao Lite 1.5MiniMax M2.5Advantage Delta
Preference Elo
1,360
seed-bootstrap · Aug 1, 2026
1,478
seed-bootstrap · Aug 1, 2026
+118
Coding Elo
1,320
seed-bootstrap · Aug 1, 2026
1,536
seed-bootstrap · Aug 1, 2026
+216
LiveBench
54%
seed-bootstrap · Aug 1, 2026
64.4%
seed-bootstrap · Aug 1, 2026
+10.4%
SWE-bench
46%
seed-bootstrap · Aug 1, 2026
75.8%
seed-bootstrap · Aug 1, 2026
+29.8%
GPQA Diamond
64.2%
seed-bootstrap · Aug 1, 2026
76.2%
seed-bootstrap · Aug 1, 2026
+12%
Time to first token
110 ms
seed-bootstrap · Aug 1, 2026
250 ms
seed-bootstrap · Aug 1, 2026
+140 ms
Output speed
180 tok/s
seed-bootstrap · Aug 1, 2026
90 tok/s
seed-bootstrap · Aug 1, 2026
+90 tok/s
Input price
$0.04/1M
seed-bootstrap · Aug 1, 2026
$0.3/1M
seed-bootstrap · Aug 1, 2026
+$0.26/1M
Output price
$0.1/1M
seed-bootstrap · Aug 1, 2026
$1.2/1M
seed-bootstrap · Aug 1, 2026
+$1.1/1M
Context window
33k
seed-bootstrap · Aug 1, 2026
205k
seed-bootstrap · Aug 1, 2026
+172k
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
MiniMax M2.5$28.50 / mo
In: $10.5Out: $18
Estimated Cost Delta

Doubao Lite 1.5 is estimated to save $25.60/month ($307/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    MiniMax M2.5:Pick MiniMax M2.5 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 agentsMiniMax M2.5

Higher SWE-bench (75.8%).

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 RAGMiniMax M2.5

Larger window (205k).

Screenshots / visionMiniMax M2.5

MiniMax M2.5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsMiniMax M2.5Higher SWE-bench (75.8%).
High-volume chatDoubao Lite 1.5Lower output list price ($0.1/1M).
Voice / low-latency UIDoubao Lite 1.5Lower TTFT (110 ms).
Long-document RAGMiniMax M2.5Larger window (205k).
Screenshots / visionMiniMax M2.5MiniMax M2.5 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchFeb 12, 2026

MiniMax M2.5: the Feb 2026 SWE-bench specialist still on the board

Tied near the top of official SWE-bench bash-only in Feb 2026. Coding lists should still see it.

Community Sentiment

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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
MiniMax

MiniMax M2.5

Elo 1,478
SWE-bench75.8%
Speed (tok/s)90 tok/s
Input / 1M Tokens$0.3/1M
Output / 1M Tokens$1.2/1M

Frequently Asked Questions

Which is better overall, Doubao Lite 1.5 or MiniMax M2.5?
MiniMax M2.5 has the higher preference Elo in our latest snapshot (1,478). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Doubao Lite 1.5 or MiniMax M2.5?
MiniMax M2.5 leads SWE-bench at 75.8% 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 MiniMax M2.5?
Doubao Lite 1.5 has the lower time-to-first-token (110 ms vs 250 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
MiniMax M2.5 accepts 205k tokens versus 33k.
Can I self-host either model?
MiniMax M2.5 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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 MiniMax M2.5 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Feb 12, 2026

    MiniMax M2.5: the Feb 2026 SWE-bench specialist still on the board

Similar Head-to-Head Comparisons

All Doubao Lite 1.5 matchups →|All MiniMax M2.5 matchups →
Doubao Lite 1.5 vs Doubao Pro 1.5 (next seed)Doubao Pro 1.5 vs MiniMax M2.5Seed 2.1 Turbo vs MiniMax M2.5Mistral Large 3 vs MiniMax M2.5Llama 4 Maverick vs MiniMax M2.5Yi-Lightning vs MiniMax M2.5