Data points: 64
Model compare
The readout for Bge m3 and DeepSeek V3.2, before the detailed comparison sheet.
Weighted outcome: DeepSeek V3.2. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Decision read
DeepSeek V3.2
DeepSeek V3.2 has the higher weighted result; Model A / B score 33.3 to 66.7.
Evidence depth
64 data points
Includes 0 benchmark rows, 0 audit samples, and 9 provider examples.
Selection signal
Start with DeepSeek V3.2
The charts below split 9 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.
This report only uses LMSpeed data for Bge m3 and DeepSeek V3.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
| Model compare | Bge m3 | DeepSeek V3.2 |
|---|---|---|
| Overall leader | Contender | Leading |
| Weighted overall score | 33.3 pts | 66.7 pts |
| Benchmark category leads | 0 categories | 0 categories |
| Operational advantages | Free providers | Cheapest input price, Provider coverage |
| Context window | 8.2K tokens | 163.8K tokens |
| Max output | 8.2K tokens | 65.5K tokens |
| Modalities | Input Text Output embeddings | Input Text |
The overall result weights benchmark capability categories at 80% and price, API speed/latency, and availability at 20%. Recent test volume does not affect the winner, and missing benchmark categories are excluded.
| Model compare | Bge m3 | DeepSeek V3.2 |
|---|---|---|
| Developer | BAAI | DeepSeek |
| Released | Nov 2025 | Dec 2025 |
| Parameters | No data | No data |
| Tokenizer | Other | DeepSeek |
| Knowledge cutoff | No data | No data |
| OpenRouter ID | baai/bge-m3 | deepseek/deepseek-v3.2 |
| References | No data | No data |
This report only uses LMSpeed data for Bge m3 and DeepSeek V3.2: pricing, speed aggregates, third-party benchmark scores, and shared provider samples.
Bge m3
Bge m3 has these operational advantages: Free providers.
DeepSeek V3.2
DeepSeek V3.2 has these operational advantages: Cheapest input price, Provider coverage.
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
Bge m3
-
Avg. score
DeepSeek V3.2
46.3
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
DeepSeek V3.2
No data
No data
DeepSeek V3.2
Metric-level scores with benchmark source, rank depth, confidence, error, and evaluation date where available.
No shared professional benchmark scores are available yet.
Latest completed audits from shared providers, with four safety and integrity score groups plus report links.
| Provider | Bge m3 | DeepSeek V3.2 |
|---|---|---|
| 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 | Bge m3 | DeepSeek V3.2 |
|---|---|---|
30 tests | Bge m3 speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 25 tok/s / 2484ms input / output No data |
10 tests | Bge m3 speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 22 tok/s / 5987ms input / output No data |
2 tests | Bge m3 speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency 26 tok/s / 10226ms input / output No data |
0 tests | Bge m3 speed / latency N/A / N/A input / output No data | DeepSeek V3.2 speed / latency N/A / N/A input / output No data |
0 tests | Bge m3 bge-m3 speed / latency N/A / N/A input / output $0.0020/request | DeepSeek V3.2 DeepSeek-V3.2 speed / latency N/A / N/A input / output $0.025/request |
Bge m3 BAAI/bge-m3 speed / latency No data input / output $0/M/$0/M | DeepSeek V3.2 deepseek-ai/DeepSeek-V3.2 speed / latency No data input / output $0.600/M | |
Bge m3 bge-m3 speed / latency No data input / output $0.0020/request | DeepSeek V3.2 DeepSeek-V3.2 speed / latency No data input / output $0.025/request | |
Bge m3 BAAI/bge-m3 speed / latency No data input / output $0.0025/M/$0.0025/M | DeepSeek V3.2 DeepSeek-V3.2 speed / latency No data input / output $2.55/M | |
Bge m3 bge-m3 speed / latency No data input / output $0.0033/M/$0.0033/M | DeepSeek V3.2 deepseek-v3.2 speed / latency No data input / output $1.23/M |
Weighted outcome: DeepSeek V3.2. Benchmark capability categories carry 80%, while price, API performance, and availability carry 20%.
Output
| Features | Text inputEmbeddings outputJSON mode | Text inputText outputTool callingStructured outputsJSON modeReasoning |
|---|
