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Joey 1 (default) vs Mammoth 1 (default)

Mammoth 1 (default) leads on average score with 2.2 vs 1.9. Mammoth 1 (default) has the lower benchmark cost at $0.000 vs $0.001. Joey 1 (default) is faster at 646ms vs 1.80s, with pass rates of 13.0% vs 18.8%.

Last updated at: 2026-11-10

Compared models

Rank
#478
Total Output Tokens
69
Response Time (avg)
646ms
Total Cost
$0.001
Rank
#473
Total Output Tokens
54
Response Time (avg)
1.80s
Total Cost
$0.000
Recommended model Mammoth 1 (default)

It has the strongest score in this comparison (2.2) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric Joey 1 Joey 1 default Release: 2026-10-29 Mammoth 1 Mammoth 1 default Release: 2026-10-24 Free Available
Score 1.9 2.2
Rank #478 #473
Reliability 10.0 8.9
Consistency 5.2 4.2
Attempts 36/69 36/69
Tests Correct
Attempt pass rate 13.0% 18.8%
Flaky tests 0 3
Total Runs 36 36
Cost per result 0.018 0.000
Total Cost $0.001 $0.000
Input Price $0.010 / 1M $0.000 / 1M
Output Price $0.000 / 1M $0.000 / 1M
Cache Read Price N/A N/A
Cache Write Price N/A N/A
Total Input Tokens 53,139 45,468
Output Tokens 69 54
Reasoning Tokens 0 0
Response Time (avg) 646ms 1.80s
Response Time (max) 789ms 8.17s
Response Time (total) 7.75s 21.63s
Parameters 2B 27B
Availability Open source Open source

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Joey 1 2.2 6.7 0.0% 0 650ms 25,497 12 0
Mammoth 1 4.9 6.7 33.3% 0 951ms 25,497 12 0

Switch Comparison Pair

Joey 1defaultvsGemini 3 Flash PreviewhighMammoth 1defaultFree AvailablevsGemini 3 Flash PreviewhighMammoth 1defaultFree AvailablevsCommand A+lowMammoth 1defaultFree AvailablevsCommand A+noneMammoth 1defaultFree AvailablevsCommand A+highJoey 1defaultvsCommand A+lowJoey 1defaultvsCommand A+noneMammoth 1defaultFree AvailablevsXing4.0 29b A4bnoneFree AvailableMammoth 1defaultFree AvailablevsCommand A+mediumMammoth 1defaultFree AvailablevsGrok 4.20noneJoey 1defaultvsCommand A+highJoey 1defaultvsXing4.0 29b A4bnoneFree Available