Hy3 Preview vs Ternary Bonsai 2 27B

Change models
Hy3 PreviewTencent
IndexAll categories, out of 100.
52.3 ±7.4 best
52.2 ±5.0
GapIndex points below the top.
Top
−0.1 · no clear gap
CoverageIndex weight that has results.
75%
95% best
SpeedOutput tokens per second.
69/s best
21/s
EloLMArena rating and rank.
1401
—
ReleasedMonth of release.
2026-04
2026-09
Input / 1MUS dollars per 1M input tokens.
$0.18
$0.075 best
Output / 1MUS dollars per 1M output tokens.
$0.60
$0.50 best
1K chats2K tokens in, 500 out, each.
$0.66
$0.40 best
1K documents20K tokens in, 1K out, each.
$4.20
$2.00 best
1K agent tasks200K tokens in, 20K out, each.
$48.00
$25.00 best
ContextMaximum tokens in one request.
262K
262K
AgenticMulti-step tasks with tools.
52.6
54.0 best
CodingCode writing and repair.
55.2 best
52.2
ReasoningLogic problems and puzzles.
49.7
60.1 best
MultimodalTasks with images and text.
—
50.7
KnowledgeFacts and expert knowledge.
53.9 best
48.6
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
48.0
52.6 best
MathMath problems.
—
51.1

Benchmarks

5 shared
Only Hy3 Preview: 10Only Ternary Bonsai 2 27B: 16
Hy3 Preview
Ternary Bonsai 2 27B
66.7%132 / 217
77.0% best82 / 217
87.2% best43 / 141
85.8%50 / 141
74.4% best48 / 114
60.8%85 / 114
87.2% best48 / 84
85.8%56 / 84
63.1%43 / 57
74.0% best34 / 57