- Rank
- #299
- Total Output Tokens
- 72,309
- Response Time (avg)
- 7.79s
- Total Cost
- $0.000
Apodex 1.1 Mini vs Mercury 2.5 Preview (low)
Apodex 1.1 Mini leads on average score with 5.1 vs 5.0. Apodex 1.1 Mini has the lower benchmark cost at $0.000 vs $0.015. Mercury 2.5 Preview (low) is faster at 4.92s vs 7.79s, with pass rates of 29.0% vs 44.9%.
Compared models
- Rank
- #301
- Total Output Tokens
- 36,870
- Response Time (avg)
- 4.92s
- Total Cost
- $0.015
Recommended model
Mercury 2.5 Preview (low)
Its score stays close to the best score here (5.0 vs 5.1), while responding about 1.6x faster than Apodex 1.1 Mini.
Detailed comparison
| Metric | Apodex 1.1 Mini Apodex 1.1 Mini none Free Available | Mercury 2.5 Preview Mercury 2.5 Preview low |
|---|---|---|
| Score | 5.1 | 5.0 |
| Rank | #299 | #301 |
| Reliability | 10.0 | 9.9 |
| Consistency | 7.3 | 7.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 29.0% | 44.9% |
| Flaky tests | 8 | 8 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 0.244 |
| Total Cost | $0.000 | $0.015 |
| Input Price | $0.000 / 1M | $0.040 / 1M |
| Output Price | $0.000 / 1M | $0.150 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 465,127 | 235,438 |
| Output Tokens | 72,309 | 8,136 |
| Reasoning Tokens | 0 | 28,734 |
| Response Time (avg) | 7.79s | 4.92s |
| Response Time (max) | 121.52s | 84.47s |
| Response Time (total) | 179.09s | 113.24s |
| Parameters | 35B total (~3B active) | ~100B |
| Availability | Open source | Closed |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#299 Apodex 1.1 Mini
none- Cost
- $0.000
- Time
- 62.7s
- Tokens
- 11,429 tok
#301 Mercury 2.5 Preview
low- Cost
- $0.001
- Time
- 1.5s
- Tokens
- 1,169 tok
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 5.2 | 3.2 | 33.3% | 1 | 121.52s | 352,655 | 47,026 | 0 | |
| Mercury 2.5 Preview | 5.0 | 10.0 | 0.0% | 0 | 84.47s | 101,913 | 877 | 4,018 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 3.4 | 5.8 | 25.0% | 2 | 1.18s | 696 | 1,006 | 0 | |
| Mercury 2.5 Preview | 5.6 | 3.8 | 66.7% | 3 | 759ms | 786 | 290 | 3,019 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 3.8 | 9.9 | 0.0% | 0 | 1.13s | 7,911 | 712 | 0 | |
| Mercury 2.5 Preview | 5.5 | 10.0 | 33.3% | 0 | 972ms | 7,794 | 695 | 2,263 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 3.0 | 10.0 | 0.0% | 0 | 16.96s | 84,677 | 22,180 | 0 | |
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 4.77s | 110,517 | 5,013 | 9,661 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 10.0 | 10.0 | 100.0% | 0 | 1.13s | 7,788 | 249 | 0 | |
| Mercury 2.5 Preview | 6.3 | 5.8 | 66.7% | 1 | 1.12s | 8,309 | 611 | 1,521 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 2.9 | 4.4 | 22.2% | 2 | 870ms | 798 | 24 | 0 | |
| Mercury 2.5 Preview | 4.1 | 4.4 | 44.5% | 2 | 836ms | 849 | 45 | 2,247 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 5.4 | 2.5 | 66.7% | 1 | 1.38s | 522 | 134 | 0 | |
| Mercury 2.5 Preview | 5.0 | 10.0 | 0.0% | 0 | 1.05s | 540 | 105 | 749 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 4.9 | 6.9 | 33.3% | 1 | 1.06s | 711 | 72 | 0 | |
| Mercury 2.5 Preview | 6.3 | 10.0 | 50.0% | 0 | 1.60s | 745 | 99 | 1,492 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 3.1 | 7.4 | 11.1% | 1 | 1.20s | 714 | 581 | 0 | |
| Mercury 2.5 Preview | 8.2 | 7.2 | 88.9% | 1 | 710ms | 777 | 312 | 2,271 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 10.0 | 10.0 | 100.0% | 0 | 2.80s | 8,445 | 312 | 0 | |
| Mercury 2.5 Preview | 2.8 | 1.6 | 33.3% | 1 | 1.57s | 2,983 | 76 | 739 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Apodex 1.1 Mini | 3.0 | 10.0 | 0.0% | 0 | 759ms | 210 | 13 | 0 | |
| Mercury 2.5 Preview | 3.0 | 10.0 | 0.0% | 0 | 591ms | 225 | 13 | 754 |
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