Compare / Qwen3 8B vs DeepSeek V4 Pro 0423
Qwen3 8B vs DeepSeek V4 Pro 0423
Which is cheaper, which is more capable, and which does better at each kind of work, from 14 results on 3 sources that measured both models.
Qwen3 8B or DeepSeek V4 Pro 0423? The short answer
- Qwen3 8B is cheaper: $0.20 against $1.98 per million tokens, 9.8 times less.
- DeepSeek V4 Pro 0423 scores higher on the Artificial Analysis Intelligence Index: 36.0 against 7.3.
- On our business benchmarks, Qwen3 8B ranks higher for sticking to the facts.
- On our business benchmarks, DeepSeek V4 Pro 0423 ranks higher for agents and tool use, reasoning and knowledge and writing.
At a glance
| Qwen3 8B | DeepSeek V4 Pro 0423 | |
|---|---|---|
| Price per million tokens | $0.12 in · $0.46 out | $1.32 in · $3.96 out |
| Blended (3 in : 1 out) | $0.20 | $1.98 |
| Cheapest host, blended | – | $0.26 (StreamLake, FP8) |
| Intelligence Index | 7.3 | 36.0 |
| Spring Prompt overall | – | 31 |
| Output speed, tokens a second | – | 115 |
| Context window | 131,072 tokens | 1,048,576 tokens |
| Weights | Open | Open |
| Developer based in | China | China |
Prices are the developer's list price where we have read it, otherwise the typical host on OpenRouter; see every model's price. Intelligence and speed from Artificial Analysis.
Which is better for what
Each model's rank among models available today, for each kind of work, from our own benchmarks and licensed sources. The better rank is in green.
| Use case | Qwen3 8B | DeepSeek V4 Pro 0423 |
|---|---|---|
| Decks from an analysisTurning a finished analysis into a deck you could present as it is | not measured | 17 of 18 |
| Marketing planningPlanning a year of ad spend without overspending | not measured | 13 of 18 |
| Agents and tool useMulti-step tasks with tools: support desks, coding agents, function calls | 126 of 161 | 77 of 161 |
| Reasoning and knowledgeHard questions across science, maths and general knowledge | 166 of 195 | 28 of 195 |
| WritingWhat people prefer in blind comparisons, and judged writing quality | 158 of 187 | 29 of 187 |
| Sticking to the factsSummarising without inventing things, and factual answers | 7 of 153 | 55 of 153 |
| Speed under pressureGood decisions against a real clock (fast chess) | not measured | 22 of 22 |
Every shared result
| Benchmark | Metric | Qwen3 8B | DeepSeek V4 Pro 0423 |
|---|---|---|---|
| Artificial Analysisreported | Artificial Analysis Coding Indexindex score | 9.00 | 68.8 |
| Artificial Analysisreported | Artificial Analysis Intelligence Indexindex score | 7.30 | 36.0 |
| Artificial Analysisreported | GPQA Diamond% of questions | 58.9% | 92.8% |
| Artificial Analysisreported | Humanity's Last Exam% of questions | 3.9% | 41.0% |
| Artificial Analysisreported | Long-context reasoning (AA-LCR)% of questions | 0.0% | 80.3% |
| Artificial Analysisreported | SciCode% of problems | 27.9% | 51.0% |
| Artificial Analysisreported | Terminal-Bench 2.1% of tasks | 2.2% | 78.7% |
| Artificial Analysisreported | Terminal-Bench 4.0% of tasks | 0.0% | 14.1% |
| Artificial Analysisreported | Τ-bench banking% of tasks | 4.7% | 39.6% |
| UGI Leaderboardreported | Requested-length error% off the requested word count | 17.0% | 34.0% |
| UGI Leaderboardreported | Style adherencescore from 0 to 1 | 0.36 | 0.36 |
| UGI Leaderboardreported | Writing scorescore out of 100 | 28.0 | 68.4 |
| Vectara Hallucination Leaderboardreported | Answer rate% of documents | 99.9% | 97.2% |
| Vectara Hallucination Leaderboardreported | Hallucination rate% of summaries | 4.8% | 8.6% |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.
Quick answers
Is Qwen3 8B better than DeepSeek V4 Pro 0423?
It depends on the task. Among models available today, on our benchmarks and licensed sources, Qwen3 8B ranks higher for sticking to the facts; DeepSeek V4 Pro 0423 ranks higher for agents and tool use, reasoning and knowledge and writing.
Which is cheaper, Qwen3 8B or DeepSeek V4 Pro 0423?
Qwen3 8B costs $0.20 per million tokens (three input to one output), against $1.98 for DeepSeek V4 Pro 0423.
Run Qwen3 8B and DeepSeek V4 Pro 0423 on your own prompt
Benchmarks aren't your data. Try both side by side in the playground, with the cost of every answer.