Data points: 81
The readout for DeepSeek V4 Flash and Qwen3 Next 80B A3B Instruct, before the detailed comparison sheet.
Decision read
DeepSeek V4 Flash
DeepSeek V4 Flash currently has the stronger profile, with verified wins split 4 to 0.
Evidence depth
81 data points
Includes 8 benchmark rows, 0 audit samples, and 7 provider examples.
Selection signal
Start with DeepSeek V4 Flash
The charts below split 15 high-signal samples across speed, scores, and audit health.
Switch either side of this report to compare another model with the same LMSpeed data pipeline.
Select a different model to open a new comparison URL.
Model compare DeepSeek V4 Flash vs Qwen3 Next 80B A3B Instructdeepseek-v4-flash-vs-qwen3-next-80b-a3b-instruct | Model A DeepSeek V4 Flash | Model B Qwen3 Next 80B A3B Instruct |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 0 wins |
| Where it leads | Cheapest input price, Free providers, Provider coverage, Recent tests |
Third-party benchmark profile synced into LMSpeed; only metrics available for both models are shown.
Compare benchmark category scores on a 0-100 scale. Select a category to inspect the gap.
Avg. score
DeepSeek V4 Flash
71.3
Avg. score
Qwen3 Next 80B A3B Instruct
52
Selected category
Coding
DeepSeek V4 Flash leads by 13.6
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
DeepSeek V4 Flash
winner$0.280/M
Rank #6/138 · confidence 4
Qwen3 Next 80B A3B Instruct
$2.00/M
Rank #51/138 · confidence 4
DeepSeek V4 Flash
winner$0.175/M
Rank #11/138 · confidence 4
Qwen3 Next 80B A3B Instruct
$0.875/M
Rank #59/138 · confidence 4
DeepSeek V4 Flash
winner$0.140/M
Rank #17/138 · confidence 4
Qwen3 Next 80B A3B Instruct
$0.500/M
Rank #58/138 · confidence 4
DeepSeek V4 Flash
winner86.2%
Rank #13/113 · confidence 2 · eval date 2026-04-24
Qwen3 Next 80B A3B Instruct
81.9%
Rank #47/113 · confidence 4
DeepSeek V4 Flash
winner27.8%
Rank #21/150 · confidence 4
Qwen3 Next 80B A3B Instruct
7.3%
Rank #81/150 · confidence 4
DeepSeek V4 Flash
winner86.7%
Rank #22/152 · confidence 4
Qwen3 Next 80B A3B Instruct
73.8%
Rank #79/152 · confidence 4
DeepSeek V4 Flash
winner91.6%
Rank #2/108 · confidence 2 · eval date 2026-04-24
Qwen3 Next 80B A3B Instruct
68.4%
Rank #34/108 · confidence 4
DeepSeek V4 Flash
winner42.0%
Rank #37/149 · confidence 4
Qwen3 Next 80B A3B Instruct
30.7%
Rank #107/149 · confidence 4
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V4 Flash | Qwen3 Next 80B A3B Instruct |
|---|---|---|
| No completed audits are available from shared providers yet. | ||
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V4 Flash | Qwen3 Next 80B A3B Instruct |
|---|---|---|
5 tests | DeepSeek V4 Flash speed / latency 56 tok/s / 3926ms input / output No data |
This report only uses LMSpeed data for DeepSeek V4 Flash and Qwen3 Next 80B A3B Instruct: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V4 Flash | Qwen3 Next 80B A3B Instruct |
|---|---|---|
| When to choose each model | DeepSeek V4 Flash DeepSeek V4 Flash is stronger when you prioritize Cheapest input price, Free providers, Provider coverage, Recent tests. | Qwen3 Next 80B A3B Instruct Qwen3 Next 80B A3B Instruct does not clearly lead on the verified metrics here, so check provider-specific pricing before choosing. |
TL;DR: DeepSeek V4 Flash leads across 81 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek V4 Flash vs Qwen3 Next 80B A3B Instruct into nearby model comparisons with enough verified LMSpeed data.
| No data |
| Model metadata | DeepSeek V4 Flash exposes 1.0M tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. | Qwen3 Next 80B A3B Instruct exposes 262.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. |
|---|---|---|
| Developer | DeepSeek | Qwen |
| Context window | 1.0M tokens | 262.1K tokens |
| Max output | 65.5K tokens | 16.4K tokens |
| Released | Apr 2026 | No data |
| Modalities | Input Text Output Text | Input Text Output Text |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputText outputTool callingStructured outputsJSON mode |
| Parameters | No data | 80B / 3B active |
| Tokenizer | DeepSeek | Qwen3 |
| Knowledge cutoff | No data | 2025-09-30 |
| OpenRouter ID | deepseek/deepseek-v4-flash | qwen/qwen3-next-80b-a3b-instruct |
| References | No data | No data |
Qwen3 Next 80B A3B Instruct
speed / latency
N/A / N/A
input / output
No data
3173721 API0 tests | DeepSeek V4 Flash DeepSeek-V4-Flash speed / latency N/A / N/A input / output $0.300/M / $0.600/M | Qwen3 Next 80B A3B Instruct daipai/qwen3-next-80b-a3b-instruct speed / latency N/A / N/A input / output $0.0010/M / $0.0010/M |
|---|
AI API0 tests | DeepSeek V4 Flash speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Instruct speed / latency N/A / N/A input / output No data |
|---|
ChooseC API0 tests | DeepSeek V4 Flash speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Instruct speed / latency N/A / N/A input / output No data |
|---|
CM-API 公益站0 tests | DeepSeek V4 Flash speed / latency N/A / N/A input / output No data | Qwen3 Next 80B A3B Instruct speed / latency N/A / N/A input / output No data |
|---|
DeepSeek V4 Flash deepseek-v4-flash speed / latency No data input / output $0.949/M / $1.97/M | Qwen3 Next 80B A3B Instruct qwen/qwen3-next-80b-a3b-instruct speed / latency No data input / output $0/M / $0/M |
DeepSeek V4 Flash deepseek-v4-flash speed / latency No data input / output $0/M / $0/M | Qwen3 Next 80B A3B Instruct qwen/qwen3-next-80b-a3b-instruct speed / latency No data input / output $0/M / $0/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
