Upload README.md with huggingface_hub
Browse files
README.md
CHANGED
|
@@ -14,7 +14,7 @@ configs:
|
|
| 14 |
# π Sara Open-Model Benchmark
|
| 15 |
|
| 16 |
> **We run a production AI sales agent. We pay a premium for GPT-5.2 to power it. So we
|
| 17 |
-
> tested
|
| 18 |
> a premium for a lead we don't have.
|
| 19 |
|
| 20 |
Everyone is shipping AI agents. Almost nobody knows which model to actually put *inside*
|
|
@@ -29,7 +29,7 @@ same prompt, same tools β only the model swaps.
|
|
| 29 |
|
| 30 |
## π What we found
|
| 31 |
|
| 32 |
-
- **Quality is a statistical tie.**
|
| 33 |
top tier (Tier 1); a two-proportion z-test can't separate GPT-5.2 from the open models above
|
| 34 |
it (DeepSeek-V4-Flash leads by point estimate at 90.3%). At n=62 the raw
|
| 35 |
ranking is noise β **the tie *is* the finding.** And the prompt was tuned *for* GPT-5.2, so
|
|
|
|
| 14 |
# π Sara Open-Model Benchmark
|
| 15 |
|
| 16 |
> **We run a production AI sales agent. We pay a premium for GPT-5.2 to power it. So we
|
| 17 |
+
> tested 19 models on our *own* agent** β and **17 of them β open and closed β are statistically tied with GPT-5.2 on quality** (Tier 1), and one of them, **gpt-oss-20B**, costs **~1/60th** as much. We're paying
|
| 18 |
> a premium for a lead we don't have.
|
| 19 |
|
| 20 |
Everyone is shipping AI agents. Almost nobody knows which model to actually put *inside*
|
|
|
|
| 29 |
|
| 30 |
## π What we found
|
| 31 |
|
| 32 |
+
- **Quality is a statistical tie.** 17 models β open and closed β land in one
|
| 33 |
top tier (Tier 1); a two-proportion z-test can't separate GPT-5.2 from the open models above
|
| 34 |
it (DeepSeek-V4-Flash leads by point estimate at 90.3%). At n=62 the raw
|
| 35 |
ranking is noise β **the tie *is* the finding.** And the prompt was tuned *for* GPT-5.2, so
|