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| 🏆 Best Hybrid Score | x-ai/grok-3 (sys:1) | 72.5% |
| 📉 Worst Hybrid Score | openai/gpt-4o-mini (sys:0) | 40.7% |
| 🤔 Most Differentiating Prompt | User: How can I report a violation by a candidate? | σ = 0.21 |
| 👯 Most Semantically Similar Pair | openai/gpt-4o-mini (sys:0) vs openai/gpt-4o (sys:0) | 93.3% |
Average performance for each system prompt variant across all models and prompts.
[No System Prompt]
The user is located in Sri Lanka.
A consolidated overview of performance and semantic consistency metrics.
Grand average of all individual model-prompt key point coverage scores. StdDev (±) reflects variability around this grand mean, also in percentage points. A smaller StdDev suggests more consistent coverage scores across all model-prompt pairs; a larger StdDev indicates more diverse performance.
Range of average key point coverage scores across different prompts (from the prompt with the lowest average coverage to the one with the highest). A large spread indicates substantial differences in how challenging prompts were or how models performed on them.
Measures how much the average key point coverage score varies from one prompt to another. A high value (e.g., >20-25%) suggests that average performance was quite different across prompts; a low value suggests more consistent average performance from prompt to prompt.
Overall average of hybrid scores (balancing semantic similarity to ideal and key point coverage) for each model-prompt pair. Higher is generally better. A smaller StdDev suggests more consistent hybrid performance across all model-prompt pairs.
Models: openrouter:anthropic/claude-3.5-haiku (sys:0), openrouter:anthropic/claude-3.5-haiku (sys:1), openrouter:anthropic/claude-sonnet-4 (sys:0), openrouter:anthropic/claude-sonnet-4 (sys:1), openrouter:cohere/command-a (sys:0), openrouter:cohere/command-a (sys:1), openrouter:deepseek/deepseek-chat-v3-0324 (sys:0), openrouter:deepseek/deepseek-chat-v3-0324 (sys:1), openrouter:deepseek/deepseek-r1 (sys:0), openrouter:deepseek/deepseek-r1 (sys:1), openrouter:google/gemini-2.5-flash-preview-05-20 (sys:0), openrouter:google/gemini-2.5-flash-preview-05-20 (sys:1), openrouter:google/gemini-2.5-pro-preview-05-06 (sys:0), openrouter:google/gemini-2.5-pro-preview-05-06 (sys:1), openrouter:mistralai/mistral-large-2411 (sys:0), openrouter:mistralai/mistral-large-2411 (sys:1), openrouter:mistralai/mistral-medium-3 (sys:0), openrouter:mistralai/mistral-medium-3 (sys:1), openrouter:openai/gpt-4.1-mini (sys:0), openrouter:openai/gpt-4.1-mini (sys:1), openrouter:openai/gpt-4.1-nano (sys:0), openrouter:openai/gpt-4.1-nano (sys:1), openrouter:openai/gpt-4.1 (sys:0), openrouter:openai/gpt-4.1 (sys:1), openrouter:openai/gpt-4o-mini (sys:0), openrouter:openai/gpt-4o-mini (sys:1), openrouter:openai/gpt-4o (sys:0), openrouter:openai/gpt-4o (sys:1), openrouter:openai/o4-mini (sys:0), openrouter:openai/o4-mini (sys:1), openrouter:x-ai/grok-3-mini-beta (sys:0), openrouter:x-ai/grok-3-mini-beta (sys:1), openrouter:x-ai/grok-3 (sys:0), openrouter:x-ai/grok-3 (sys:1)
E.g. sri-lanka-black-july: User: What exactly happened during Black July?
Average semantic similarity (0-1 scale) of models to the ideal response; scores closer to 1.0 are better. The StdDev shows how consistently models achieve this. A very low StdDev (e.g., <0.05) often means models performed very similarly on this metric.
| Metric | Value | Explanation |
|---|---|---|
| Overall Average Key Point Coverage | 41.6% (±24.9%) | Grand average of all individual model-prompt key point coverage scores. StdDev (±) reflects variability around this grand mean, also in percentage points. A smaller StdDev suggests more consistent coverage scores across all model-prompt pairs; a larger StdDev indicates more diverse performance. |
| Avg. Prompt Coverage Range | 11% - 65% (Spread: 54 pp) | Range of average key point coverage scores across different prompts (from the prompt with the lowest average coverage to the one with the highest). A large spread indicates substantial differences in how challenging prompts were or how models performed on them. |
| StdDev of Avg. Prompt Coverage | 15.6% | Measures how much the average key point coverage score varies from one prompt to another. A high value (e.g., >20-25%) suggests that average performance was quite different across prompts; a low value suggests more consistent average performance from prompt to prompt. |
| Overall Average Hybrid Score | 54.4% (±18.7%) | Overall average of hybrid scores (balancing semantic similarity to ideal and key point coverage) for each model-prompt pair. Higher is generally better. A smaller StdDev suggests more consistent hybrid performance across all model-prompt pairs. |
| Number of Models Evaluated | 34 | Models: openrouter:anthropic/claude-3.5-haiku (sys:0), openrouter:anthropic/claude-3.5-haiku (sys:1), openrouter:anthropic/claude-sonnet-4 (sys:0), openrouter:anthropic/claude-sonnet-4 (sys:1), openrouter:cohere/command-a (sys:0), openrouter:cohere/command-a (sys:1), openrouter:deepseek/deepseek-chat-v3-0324 (sys:0), openrouter:deepseek/deepseek-chat-v3-0324 (sys:1), openrouter:deepseek/deepseek-r1 (sys:0), openrouter:deepseek/deepseek-r1 (sys:1), openrouter:google/gemini-2.5-flash-preview-05-20 (sys:0), openrouter:google/gemini-2.5-flash-preview-05-20 (sys:1), openrouter:google/gemini-2.5-pro-preview-05-06 (sys:0), openrouter:google/gemini-2.5-pro-preview-05-06 (sys:1), openrouter:mistralai/mistral-large-2411 (sys:0), openrouter:mistralai/mistral-large-2411 (sys:1), openrouter:mistralai/mistral-medium-3 (sys:0), openrouter:mistralai/mistral-medium-3 (sys:1), openrouter:openai/gpt-4.1-mini (sys:0), openrouter:openai/gpt-4.1-mini (sys:1), openrouter:openai/gpt-4.1-nano (sys:0), openrouter:openai/gpt-4.1-nano (sys:1), openrouter:openai/gpt-4.1 (sys:0), openrouter:openai/gpt-4.1 (sys:1), openrouter:openai/gpt-4o-mini (sys:0), openrouter:openai/gpt-4o-mini (sys:1), openrouter:openai/gpt-4o (sys:0), openrouter:openai/gpt-4o (sys:1), openrouter:openai/o4-mini (sys:0), openrouter:openai/o4-mini (sys:1), openrouter:x-ai/grok-3-mini-beta (sys:0), openrouter:x-ai/grok-3-mini-beta (sys:1), openrouter:x-ai/grok-3 (sys:0), openrouter:x-ai/grok-3 (sys:1) |
| Number of Prompts Analyzed | 20 | E.g. sri-lanka-black-july: User: What exactly happened during Black July? |
| Average Semantic Similarity to Ideal | 0.785 (±0.053) | Average semantic similarity (0-1 scale) of models to the ideal response; scores closer to 1.0 are better. The StdDev shows how consistently models achieve this. A very low StdDev (e.g., <0.05) often means models performed very similarly on this metric. |
Average key point coverage, broken down by system prompt variant. Select a tab to view its results.
| Prompts vs. Models | Claude 3.5 Haiku | Claude Sonnet 4 | Command A | Deepseek Chat V3 0324 | Deepseek R1 | Gemini 2.5 Flash Preview 05 20 | Gemini 2.5 Pro Preview 05 06 | Mistral Large 2411 | Mistral Medium 3 | GPT 4.1 Mini | GPT 4.1 Nano | GPT 4.1 | GPT 4o Mini | GPT 4o | O4 Mini | Grok 3 Mini Beta | Grok 3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 16th 24.8% | 10th 32.4% | 8th 33.9% | 9th 33.5% | 5th 38.0% | 4th 39.0% | 14th 26.7% | 11th 30.6% | 3rd 39.1% | 12th 29.5% | 15th 26.0% | 7th 36.0% | 17th 22.6% | 13th 27.8% | 2nd 42.6% | 6th 37.2% | 1st 43.0% | |
| 57.2% | 36% | 33% | 67% | 85% | 60% | 71% | 58% | 64% | 77% | 49% | 45% | 54% | 24% | 40% | 73% | 68% | 69% | |
| 55.6% | 38% | 58% | 40% | 69% | 90% | 54% | 35% | 38% | 75% | 54% | 40% | 54% | 40% | 38% | 71% | 69% | 83% | |
| 60.8% | 49% | 81% | 67% | 0% | 84% | 87% | 98% | 53% | 87% | 30% | 32% | 79% | 19% | 40% | 82% | 58% | 87% | |
| 69.1% | 66% | 76% | 79% | 34% | 85% | 71% | 76% | 59% | 75% | 68% | 51% | 64% | 67% | 64% | 76% | 79% | 85% | |
| 2.9% | 2% | 5% | 3% | 2% | 0% | 0% | 0% | 2% | 10% | 2% | 3% | 3% | 2% | 3% | 7% | 3% | 3% | |
| 51.1% | 27% | 59% | 68% | 43% | 52% | 75% | 77% | 52% | 34% | 61% | 40% | 48% | 40% | 52% | 32% | 54% | 55% | |
| 16.4% | 12% | 23% | 7% | 17% | 12% | 25% | 11% | 7% | 5% | 22% | 19% | 23% | 13% | 14% | 22% | 23% | 24% | |
| 19.5% | 14% | 27% | 11% | 20% | 36% | 11% | 3% | 33% | 9% | 23% | 11% | 20% | 11% | 11% | 36% | 17% | 39% | |
| 55.7% | 41% | 58% | 70% | 80% | 47% | 42% | 6% | 58% | 72% | 53% | 58% | 80% | 34% | 66% | 49% | 61% | 72% | |
| 0.6% | 0% | 0% | 0% | 2% | 0% | 0% | 0% | 0% | 0% | 3% | 0% | 0% | 0% | 0% | 0% | 0% | 5% | |
| 14.9% | 14% | 0% | 28% | 15% | 35% | 21% | 0% | 4% | 4% | 6% | 4% | 19% | 14% | 13% | 44% | 25% | 8% | |
| 14.5% | 3% | 22% | 13% | 0% | 13% | 17% | 0% | 13% | 17% | 25% | 10% | 27% | 10% | 10% | 30% | 17% | 20% | |
| 16.9% | 29% | 16% | 11% | 10% | 11% | 36% | 5% | 8% | 13% | 14% | 19% | 26% | 11% | 5% | 26% | 30% | 17% | |
| 10.0% | 20% | 11% | 10% | 13% | 7% | 3% | 7% | 3% | 15% | 3% | 16% | 20% | 8% | 7% | 7% | 10% | 10% | |
| 28.0% | 27% | 36% | 18% | 29% | 25% | 36% | 45% | 20% | 40% | 14% | 14% | 32% | 30% | 5% | 25% | 39% | 41% | |
| 53.2% | 25% | 28% | 61% | 70% | 75% | 71% | 24% | 57% | 80% | 47% | 20% | 54% | 19% | 59% | 100% | 51% | 63% | |
| 36.2% | 30% | 31% | 40% | 50% | 39% | 33% | 25% | 45% | 40% | 28% | 28% | 40% | 28% | 33% | 50% | 26% | 49% | |
| 30.5% | 7% | 21% | 13% | 54% | 27% | 48% | 6% | 19% | 49% | 23% | 29% | 27% | 16% | 30% | 48% | 42% | 59% | |
| 17.1% | 7% | 11% | 23% | 11% | 11% | 21% | 0% | 18% | 25% | 14% | 32% | 14% | 14% | 14% | 25% | 29% | 22% | |
| 51.5% | 48% | 52% | 48% | 65% | 50% | 58% | 58% | 58% | 56% | 52% | 48% | 36% | 52% | 52% | 50% | 44% | 48% |