Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Hy3 Preview
62
MiniMax M2.7
62
Treat this as a split decision. Hy3 Preview makes more sense if coding is the priority or you want the cheaper token bill; MiniMax M2.7 is the better fit if agentic is the priority or you would rather avoid the extra latency and token burn of a reasoning model.
Agentic
+2.6 difference
Coding
+6.3 difference
Hy3 Preview
MiniMax M2.7
$0 / $0
$0.3 / $1.2
N/A
45 t/s
N/A
2.53s
256K
200K
Treat this as a split decision. Hy3 Preview makes more sense if coding is the priority or you want the cheaper token bill; MiniMax M2.7 is the better fit if agentic is the priority or you would rather avoid the extra latency and token burn of a reasoning model.
Hy3 Preview and MiniMax M2.7 finish on the same provisional overall score, so this is less about a single winner and more about where the edge shows up. The provisional headline says tie; the benchmark table is where the real choice happens.
MiniMax M2.7 is also the more expensive model on tokens at $0.30 input / $1.20 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for Hy3 Preview. That is roughly Infinityx on output cost alone. Hy3 Preview is the reasoning model in the pair, while MiniMax M2.7 is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. Hy3 Preview gives you the larger context window at 256K, compared with 200K for MiniMax M2.7.
Hy3 Preview and MiniMax M2.7 are tied on the provisional overall score, so the right pick depends on which category matters most for your use case.
Hy3 Preview has the edge for coding in this comparison, averaging 60 versus 53.7. MiniMax M2.7 stays close enough that the answer can still flip depending on your workload.
MiniMax M2.7 has the edge for agentic tasks in this comparison, averaging 57 versus 54.4. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.
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