benchlm.ai
LLM leaderboard and benchmark site comparing hundreds of AI models, with ranked scores, source evidence, API pricing, context windows, runtime and head-to-head pages.
First seen 2026-10-12 · Last seen 2026-10-12 · Source: webmcp.com
Answer 5 · Act 4 · Transact 1 · Score: Not yet scored
Tool inspector
find_best_models
Return top BenchLM-ranked AI models for a use case such as coding, reasoning, tool use, web research, computer use, long context, document AI, image understanding, factuality, open source, or value.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
useCase |
string | yes | The use case or leaderboard to optimize for. Examples: coding, long context, tool use, web research, open source, value. |
limit |
number | no | Maximum number of models to return. Defaults to 5. |
openWeight |
boolean | no | If true, only return open-weight models. |
maxOutputPrice |
number | no | Optional maximum output price per 1M tokens. |
minContextTokens |
number | no | Optional minimum context window in tokens. |
reasoning |
boolean | no | Optional. true returns reasoning models only; false returns non-reasoning models only. |
Raw JSON schema
{
"type": "object",
"properties": {
"useCase": {
"type": "string",
"description": "The use case or leaderboard to optimize for. Examples: coding, long context, tool use, web research, open source, value."
},
"limit": {
"type": "number",
"description": "Maximum number of models to return. Defaults to 5."
},
"openWeight": {
"type": "boolean",
"description": "If true, only return open-weight models."
},
"maxOutputPrice": {
"type": "number",
"description": "Optional maximum output price per 1M tokens."
},
"minContextTokens": {
"type": "number",
"description": "Optional minimum context window in tokens."
},
"reasoning": {
"type": "boolean",
"description": "Optional. true returns reasoning models only; false returns non-reasoning models only."
}
},
"required": [
"useCase"
]
}
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