# Technical Document Analysis of Heatmap Image
## 1. Axis Labels and Markers
- **X-Axis (Horizontal):**
- Label: `Token Limit`
- Markers: `1000, 2000, 3000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 11000, 12000, 13000, 14000, 15000, 16000, 17000, 18000, 19000, 20000, 21000, 22000, 23000, 24000, 25000, 26000, 27000, 28000, 29000, 30000, 31000, 32000`
- Increment: `2000`
- **Y-Axis (Vertical):**
- Label: `Context Length`
- Markers: `0.0, 4.0, 8.0, 12.0, 16.0, 20.0, 24.0, 29.0, 33.0, 37.0, 41.0, 45.0, 49.0, 53.0, 57.0, 61.0, 65.0, 69.0, 73.0, 78.0, 82.0, 86.0, 90.0, 94.0, 98.4`
- Increment: `4.0` (with irregular spacing at higher values)
## 2. Legend and Color Scale
- **Legend Position:** Right side of the chart, vertically aligned.
- **Color Scale:**
- `0` (Red) → `10` (Green)
- Intermediate values: `2, 4, 6, 8` (Yellow to Lime Green)
## 3. Key Visual Components
- **Main Chart:**
- Grid of colored squares representing scores.
- **Vertical Green Bar:** Spans the entire Y-axis at `Token Limit = 25000`.
- **Color Distribution Trends:**
- **Low Scores (Red/Yellow):** Dominant in the lower-left quadrant (Token Limit < 1000, Context Length < 20).
- **High Scores (Green):** Clustered in the upper-right quadrant (Token Limit > 20000, Context Length > 50).
- **Transition Zone:** Moderate scores (Yellow/Green) between Token Limits 1000–20000 and Context Lengths 20–50.
## 4. Spatial Grounding and Verification
- **Legend Alignment:** Confirmed that red corresponds to low scores (e.g., bottom-left cells) and green to high scores (e.g., top-right cells).
- **Vertical Bar Consistency:** The green bar at `Token Limit = 25000` aligns with high-score regions, matching the legend’s green (score ~8–10).
## 5. Trend Verification
- **Token Limit < 1000:**
- Scores predominantly < 4 (Red/Yellow).
- Sparse green cells at Context Lengths > 50.
- **Token Limit 1000–20000:**
- Gradual increase in green cells as Context Length increases.
- Notable green clusters at Context Lengths ~60–90.
- **Token Limit > 25000:**
- Dense green/yellow cells across all Context Lengths.
- Vertical green bar suggests a critical threshold or optimal performance region.
## 6. Data Table Reconstruction
The heatmap implicitly represents a data table with:
- **Rows:** Context Length (0.0–98.4).
- **Columns:** Token Limit (1000–32000).
- **Values:** Scores (0–10), encoded via color.
Example inferred values (based on color):
| Token Limit | Context Length | Score |
|-------------|----------------|-------|
| 1000 | 0.0 | 0 |
| 25000 | 98.4 | 10 |
| 32000 | 98.4 | 10 |
## 7. Component Isolation
- **Header:** No explicit header text.
- **Main Chart:** Dominates 90% of the image.
- **Footer:** No explicit footer text.
## 8. Additional Observations
- **Language:** All text is in English.
- **Missing Data:** No explicit numerical values provided; scores inferred from color.
- **Critical Threshold:** The vertical green bar at `Token Limit = 25000` may indicate a system-defined limit or optimal performance boundary.
## Conclusion
The heatmap illustrates a positive correlation between Token Limit and Context Length for higher scores. Scores increase significantly beyond `Token Limit = 25000`, with the vertical green bar highlighting a critical region. No textual data tables or legends in non-English languages are present.
