Data points: 127
The readout for DeepSeek V3.2 and Gemini 2.5 Flash, before the detailed comparison sheet.
Decision read
DeepSeek V3.2
DeepSeek V3.2 currently has the stronger profile, with verified wins split 4 to 2.
Evidence depth
127 data points
Includes 28 benchmark rows, 1 audit samples, and 8 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 37 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 V3.2 vs Gemini 2.5 Flashdeepseek-v3-2-vs-gemini-2-5-flash | Model A DeepSeek V3.2 | Model B Gemini 2.5 Flash |
|---|---|---|
| Overall leader | Leading | Contender |
| Verified metric wins | 4 wins | 2 wins |
| Where it leads | First-token latency, 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 V3.2
55.1
Avg. score
Gemini 2.5 Flash
50
Selected category
Agents
DeepSeek V3.2 leads by 26.9
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
DeepSeek V3.2
winner61.0
Rank #36/96 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
39.0
Rank #69/96 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner$0.420/M
Rank #17/138 · confidence 4
Gemini 2.5 Flash
$2.50/M
Rank #66/138 · confidence 4
DeepSeek V3.2
winner$0.315/M
Rank #26/138 · confidence 4
Gemini 2.5 Flash
$0.850/M
Rank #58/138 · confidence 4
DeepSeek V3.2
winner$0.280/M
Rank #39/138 · confidence 4
Gemini 2.5 Flash
$0.300/M
Rank #41/138 · confidence 4
DeepSeek V3.2
winner86.2%
Rank #13/113 · confidence 4
Gemini 2.5 Flash
83.2%
Rank #38/113 · confidence 4
DeepSeek V3.2
winner53.8
Rank #32/65 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
42.2
Rank #44/65 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
0.9
Rank #43/54 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
winner1.4
Rank #33/54 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner22.2%
Rank #35/150 · confidence 4
Gemini 2.5 Flash
11.1%
Rank #67/150 · confidence 4
DeepSeek V3.2
winner84.0%
Rank #37/152 · confidence 4
Gemini 2.5 Flash
79.0%
Rank #59/152 · confidence 4
DeepSeek V3.2
39.0
Rank #57/67 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
winner45.9
Rank #53/67 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner86.2%
Rank #6/108 · confidence 4
Gemini 2.5 Flash
69.5%
Rank #32/108 · confidence 4
DeepSeek V3.2
winner32.6
Rank #37/69 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
12.1
Rank #59/69 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner38.7
Rank #48/74 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
29.1
Rank #67/74 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner53.6
Rank #55/83 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
20.4
Rank #74/83 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
38.9%
Rank #64/149 · confidence 4
Gemini 2.5 Flash
winner39.4%
Rank #62/149 · confidence 4
DeepSeek V3.2
winner93.5
Rank #4/68 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
93.3
Rank #5/68 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner64.3
Rank #33/79 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
27.1
Rank #73/79 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
24.2
Rank #46/68 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
winner26.5
Rank #38/68 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner10.5
Rank #50/74 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
5.1
Rank #59/74 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner24.7
Rank #50/77 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
14.1
Rank #66/77 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner75.1
Rank #52/74 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
68.3
Rank #57/74 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner61.6
Rank #29/59 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
33.6
Rank #43/59 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner1217.0
Rank #30/50 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
1158.0
Rank #41/50 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner59.1
Rank #43/70 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
54.8
Rank #51/70 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner49.0
Rank #44/70 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
39.0
Rank #58/70 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner61.6
Rank #44/66 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
49.1
Rank #53/66 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner70.8
Rank #23/81 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
37.3
Rank #61/81 · confidence 1 · eval date 2025-06-17
DeepSeek V3.2
winner78.9
Rank #42/68 · confidence 1 · eval date 2025-12-01
Gemini 2.5 Flash
14.9
Rank #68/68 · confidence 1 · eval date 2025-06-17
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | DeepSeek V3.2 | Gemini 2.5 Flash |
|---|---|---|
Winner: DeepSeek V3.2 | DeepSeek V3.2 deepseek-v3.2 Audit score 92 100 |
Speed aggregates and input/output pricing share each provider row for real API selection and migration cost checks.
| Provider | DeepSeek V3.2 | Gemini 2.5 Flash |
|---|---|---|
30 tests | DeepSeek V3.2 speed / latency 25 tok/s / 2484ms input / output No data |
This report only uses LMSpeed data for DeepSeek V3.2 and Gemini 2.5 Flash: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Guidance | DeepSeek V3.2 | Gemini 2.5 Flash |
|---|---|---|
| When to choose each model | DeepSeek V3.2 DeepSeek V3.2 is stronger when you prioritize First-token latency, Free providers, Provider coverage, Recent tests. | Gemini 2.5 Flash Gemini 2.5 Flash is stronger when you prioritize Cheapest input price, Average speed. |
TL;DR: DeepSeek V3.2 leads across 127 verifiable data points, including pricing, speed, latency, benchmarks, and provider examples.
Continue from DeepSeek V3.2 vs Gemini 2.5 Flash into nearby model comparisons with enough verified LMSpeed data.
| Cheapest input price, Average speed |
| Model metadata | DeepSeek V3.2 exposes 131.1K tokens; notable signals: Text input, Text output, Tool calling, Structured outputs. | Gemini 2.5 Flash exposes 1.0M tokens; notable signals: Text input, Image input, File input, Audio input. |
|---|---|---|
| Developer | DeepSeek | |
| Context window | 131.1K tokens | 1.0M tokens |
| Max output | 64K tokens | 65.5K tokens |
| Released | Dec 2025 | Jun 2025 |
| Modalities | Input Text Output Text | Input FileImageTextAudiovideo Output Text |
| Features | Text inputText outputTool callingStructured outputsJSON modeReasoning | Text inputImage inputFile inputAudio inputText outputTool callingStructured outputsJSON modeReasoning |
| Parameters | No data | No data |
| Tokenizer | DeepSeek | Gemini |
| Knowledge cutoff | No data | 2025-01-31 |
| OpenRouter ID | deepseek/deepseek-v3.2 | google/gemini-2.5-flash |
| References | No data | No data |
Gemini 2.5 Flash gemini-2.5-flash No audit yet |
Gemini 2.5 Flash
speed / latency
N/A / N/A
input / output
No data
SWT-API25 tests | DeepSeek V3.2 qwen3.5-omni-plus-thinking-nx speed / latency N/A / N/A input / output $0.037/M / $0.037/M | Gemini 2.5 Flash gemini-2.5-flash speed / latency 139 tok/s / 4002ms input / output $0.0001/M / $0.0013/M |
|---|
N1N20 tests | DeepSeek V3.2 speed / latency 37 tok/s / 1522ms input / output No data | Gemini 2.5 Flash speed / latency 200 tok/s / 8207ms input / output No data |
|---|
素墨API15 tests | DeepSeek V3.2 deepseek-ai/deepseek-v3.2 speed / latency 22 tok/s / 5987ms input / output $0.010/M / $0.010/M | Gemini 2.5 Flash gemini-2.5-flash speed / latency 136 tok/s / 11323ms input / output $0.010/M / $0.010/M |
|---|
CatClaw API10 tests | DeepSeek V3.2 speed / latency N/A / N/A input / output No data | Gemini 2.5 Flash speed / latency 54 tok/s / 10365ms input / output No data |
|---|
DeepSeek V3.2 deepseek-ai/deepseek-v3.2 speed / latency No data input / output $0/M / $0/M | Gemini 2.5 Flash gemini-2.5-flash speed / latency No data input / output $0.075/M / $0.300/M |
DeepSeek V3.2 qwen3.5-omni-plus-thinking-nx speed / latency No data input / output $0.037/M / $0.037/M | Gemini 2.5 Flash gemini-2.5-flash speed / latency No data input / output $0.0001/M / $0.0013/M |
DeepSeek V3.2 次DeepSeek-V3.2 speed / latency No data input / output $0.0017/M / $0.0017/M | Gemini 2.5 Flash 流式抗截断/gemini-2.5-flash speed / latency No data input / output $0.274/M / $3.29/M |
Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.
