Model Comparison

QwQ 32B-Preview
vs. Tri-21B-think Preview

Comparing 2 AI models · 11 benchmarks · Alibaba, Trillion Labs

Recommended Pick

Trillion Labs logo Tri-21B-think Preview 3 metric wins

Strongest on: Intelligence, HLE, SciCode

Lowest Price

Alibaba logo

QwQ 32B-Preview

$0.00/1M input price

Best Reasoning

Alibaba logo

QwQ 32B-Preview

42.4 reasoning score

Blends available reasoning benchmarks

Best for Coding

Trillion Labs logo

Tri-21B-think Preview

7.4 coding index

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Differences That Matter

Reasoning gap

QwQ 32B-Preview leads Tri-21B-think Preview by 15.9 points on reasoning.

Top-pick rationale

Tri-21B-think Preview wins 3 measurable categories, including Intelligence, HLE, SciCode.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

Alibaba logo

QwQ 32B-Preview

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Trillion Labs logo

Tri-21B-think Preview

Trillion Labs

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

AI Chat

Chat with 80+ models

Inference API

EU-hosted inference

Full Comparison

Metric
Alibaba logo QwQ 32B-Preview
Alibaba
Top Pick
Trillion Labs logo Tri-21B-think Preview
Trillion Labs
Pricing per 1M tokens
Input Cost $0.00/1M$0.00/1M
Output Cost $0.00/1M$0.00/1M
Specifications
Organization AlibabaTrillion Labs
Release Date Nov 27, 2024Feb 10, 2026
Performance & Speed
Throughput
TTFT
Latency
Composite Indices
Reasoning Score 42.426.5
Intelligence 15.220.0
Coding 7.4
Standard Benchmarks
GPQA 55.7%53.8%
MMLU Pro 64.8%
HLE 4.8%5.7%
LiveCodeBench 33.7%
MATH 500 91.0%
AIME (Original) 45.3%
SciCode 3.8%17.8%
LCR 14.7%
IFBench 47.1%
TAU-bench v2 93.3%
TerminalBench Hard 2.3%

Key Takeaways

QwQ 32B-Preview offers the best value at $0.00/1M, making it ideal for high-volume applications and cost-conscious projects.

QwQ 32B-Preview has the strongest reasoning profile with a 42.4 reasoning score, combining the available reasoning-heavy benchmarks.

Tri-21B-think Preview reaches a 7.4 coding index, making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens, suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Alibaba logo

QwQ 32B-Preview

  • Cost-sensitive applications
  • High-volume processing
  • Complex reasoning tasks
  • Research & analysis
Trillion Labs logo

Tri-21B-think Preview

  • Code generation
  • Software development