# Sales interaction performance on SalesLLM EN 1.0

Source: [Sales interaction performance on SalesLLM EN 1.0](<https://www.sota2.com/research/sota/sales-interaction-performance-on-salesllm-en-1-0>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-10T00:48:23.284Z

Evaluation of sales interaction performance using the SalesLLM Score metric on the SalesLLM EN 1.0 dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Sales interaction performance |
| Dataset (including any stated split) | SalesLLM EN 1.0 |
| Metric | SalesLLM Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 30 of 30 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [SalesLLM Score](<https://www.sota2.com/research/sota/sales-interaction-performance-on-salesllm-en-1-0.md?metric=SalesLLM%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | SalesLLM Score | Result date | Report paper |
| --- | --- | --- | --- |
| Gemini-3-pro | 6.39 | Not recorded | 69d732917d0172140ec76b1e |
| Doubao-1.5-pro-32k | 6.31 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen2.5-72B | 6.13 | Not recorded | 69d732917d0172140ec76b1e |
| DeepSeek-Chat (V3.1) | 6.1 | Not recorded | 69d732917d0172140ec76b1e |
| Gemini-3-pro | 6.03 | Not recorded | 69d732917d0172140ec76b1e |
| Gemini-3-flash | 6.03 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen-Max | 5.97 | Not recorded | 69d732917d0172140ec76b1e |
| Gemma-3-27B | 5.97 | Not recorded | 69d732917d0172140ec76b1e |
| Llama-3.3-70B | 5.95 | Not recorded | 69d732917d0172140ec76b1e |
| Gemini-3-flash | 5.94 | Not recorded | 69d732917d0172140ec76b1e |
| GLM-4-9B | 5.92 | Not recorded | 69d732917d0172140ec76b1e |
| GPT-5-Nano | 5.9 | Not recorded | 69d732917d0172140ec76b1e |
| Xiaomi-MiMo-V2 | 5.9 | Not recorded | 69d732917d0172140ec76b1e |
| GPT-5-Nano | 5.84 | Not recorded | 69d732917d0172140ec76b1e |
| DeepSeek-Chat (V3.1) | 5.8 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen3-8B | 5.79 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen3-32B | 5.76 | Not recorded | 69d732917d0172140ec76b1e |
| Xiaomi-MiMo-V2 | 5.67 | Not recorded | 69d732917d0172140ec76b1e |
| GLM-4.6 | 5.64 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen2.5-72B | 5.63 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen3-32B | 5.62 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen-Max | 5.56 | Not recorded | 69d732917d0172140ec76b1e |
| Qwen3-8B | 5.56 | Not recorded | 69d732917d0172140ec76b1e |
| GLM-4-9B | 5.55 | Not recorded | 69d732917d0172140ec76b1e |
| GPT-4o | 5.53 | Not recorded | 69d732917d0172140ec76b1e |
| Doubao-1.5-pro-32k | 5.48 | Not recorded | 69d732917d0172140ec76b1e |
| GLM-4.6 | 5.32 | Not recorded | 69d732917d0172140ec76b1e |
| Llama-3.3-70B | 5.24 | Not recorded | 69d732917d0172140ec76b1e |
| GPT-4o | 5.19 | Not recorded | 69d732917d0172140ec76b1e |
| Gemma-3-27B | 5.09 | Not recorded | 69d732917d0172140ec76b1e |

### Gemini-3-pro

SalesLLM Score: 6.39. Result ID: 69d8485b47f34ce924c07eda.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Doubao-1.5-pro-32k

SalesLLM Score: 6.31. Result ID: 69d8485b47f34ce924c07ece.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78601e209131cea7811e.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Qwen2.5-72B

SalesLLM Score: 6.13. Result ID: 69d8485b47f34ce924c07ee0.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### DeepSeek-Chat (V3.1)

SalesLLM Score: 6.1. Result ID: 69d8485b47f34ce924c07ed2.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77001e209131cea7066a.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Gemini-3-pro

SalesLLM Score: 6.03. Result ID: 69d8485b47f34ce924c07edb.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Gemini-3-flash

SalesLLM Score: 6.03. Result ID: 69d8485b47f34ce924c07eeb.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen-Max

SalesLLM Score: 5.97. Result ID: 69d8485b47f34ce924c07ed0.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Gemma-3-27B

SalesLLM Score: 5.97. Result ID: 69d8485b47f34ce924c07ee2.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Llama-3.3-70B

SalesLLM Score: 5.95. Result ID: 69d8485b47f34ce924c07ee4.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Gemini-3-flash

SalesLLM Score: 5.94. Result ID: 69d8485b47f34ce924c07eea.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78731e209131cea78622.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### GLM-4-9B

SalesLLM Score: 5.92. Result ID: 69d8485b47f34ce924c07ed6.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610b6.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### GPT-5-Nano

SalesLLM Score: 5.9. Result ID: 69d8485b47f34ce924c07ee6.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Xiaomi-MiMo-V2

SalesLLM Score: 5.9. Result ID: 69d8485b47f34ce924c07ee9.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695de86653fdd5c3617439f3.md>)

[Implementation](<https://github.com/XiaomiMiMo/MiMo-V2-Flash>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### GPT-5-Nano

SalesLLM Score: 5.84. Result ID: 69d8485b47f34ce924c07ee7.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### DeepSeek-Chat (V3.1)

SalesLLM Score: 5.8. Result ID: 69d8485b47f34ce924c07ed3.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77001e209131cea7066a.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen3-8B

SalesLLM Score: 5.79. Result ID: 69d8485b47f34ce924c07edd.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen3-32B

SalesLLM Score: 5.76. Result ID: 69d8485b47f34ce924c07ede.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Xiaomi-MiMo-V2

SalesLLM Score: 5.67. Result ID: 69d8485b47f34ce924c07ee8.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695de86653fdd5c3617439f3.md>)

[Implementation](<https://github.com/XiaomiMiMo/MiMo-V2-Flash>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### GLM-4.6

SalesLLM Score: 5.64. Result ID: 69d8485b47f34ce924c07ed8.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610b6.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Qwen2.5-72B

SalesLLM Score: 5.63. Result ID: 69d8485b47f34ce924c07ee1.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767e1e209131cea6d6a7.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen3-32B

SalesLLM Score: 5.62. Result ID: 69d8485b47f34ce924c07edf.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen-Max

SalesLLM Score: 5.56. Result ID: 69d8485b47f34ce924c07ed1.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Qwen3-8B

SalesLLM Score: 5.56. Result ID: 69d8485b47f34ce924c07edc.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### GLM-4-9B

SalesLLM Score: 5.55. Result ID: 69d8485b47f34ce924c07ed7.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610b6.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### GPT-4o

SalesLLM Score: 5.53. Result ID: 69d8485b47f34ce924c07ed4.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a98.md>)

Recorded evaluation configuration: {"User Simulator":"GPT-4o"}. This record does not assert independent reproduction.

### Doubao-1.5-pro-32k

SalesLLM Score: 5.48. Result ID: 69d8485b47f34ce924c07ecf.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78601e209131cea7811e.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### GLM-4.6

SalesLLM Score: 5.32. Result ID: 69d8485b47f34ce924c07ed9.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610b6.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Llama-3.3-70B

SalesLLM Score: 5.24. Result ID: 69d8485b47f34ce924c07ee5.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### GPT-4o

SalesLLM Score: 5.19. Result ID: 69d8485b47f34ce924c07ed5.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a98.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

### Gemma-3-27B

SalesLLM Score: 5.09. Result ID: 69d8485b47f34ce924c07ee3.

[Reporting paper](<https://www.sota2.com/research/paper/69d732917d0172140ec76b1e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"User Simulator":"Custom User"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
