Mistral Small 3.2 24B Instruct (Venice) (thinking on) on Triage free-text incident reports by inferred impact rather than the reporter's label
MMistral Small 3.2 24B Instruct (Venice)thinking on · venice-mini-agent v1.3.1 · cloud · 2026-10-28 · by @bobsiopener
- Estimated cost
- $0.0012
- Wall time
- 13s
- Human step-ins
- 0
- Outcome
- Fail
Compare with other models on this task →
Summary
Exact prompt
# Triage the overnight incident reports Input: `reports.json`, 30-45 free-text incident reports. Each has a reporter-chosen priority label, which is often wrong. Judge severity from what the text says actually happened. Severity rules: - SEV1: any exposure of one customer's data to another party, or data loss, affecting external customers; or at least 20% of external users blocked with no workaround. - SEV2: at least 5% of external users blocked (with or without a workaround), unless it is SEV1; or data loss affecting internal users only. - SEV3: any other impact on external users (for example slowness, or a cosmetic problem). - SEV4: everything else (internal users only, no data loss). - "Blocked" means users cannot complete the task at all. A workaround counts only if users can apply it themselves. - Shares may be given as a percentage, as "N of M", or as "1 in N". Write `out/triage.json`: `{"severity": {"<report_id>": "SEV1" | "SEV2" | "SEV3" | "SEV4", ...}, "page_now": [<SEV1 report ids, sorted>], "top5": [<5 report ids>]}`. top5 = the five most urgent reports: by severity, then by larger share of users affected, then by report id. ## How this run works - Work on your own: nobody will answer questions in this task, and writing to `ask/` counts against the run. - Write only under `out/`. Create `out/` if it is missing. Inputs are synthetic; don't fetch anything from the network. - Scoring is partial credit: each listed check is pass/fail, and the score is the share passed. Numbers are compared to within 0.005 unless the task says otherwise.
Assign severities to 30-45 free-text incident reports from what each report says happened: who is affected (customers or staff), what share (as a percentage, 'N of M' or '1 in N'), whether users are fully blocked, whether a self-service workaround exists, and any data exposure or loss. Reporter labels and alarmed or casual tone are deliberately unreliable. Scoring checks the paging list, every severity and the top-5 order. Original benchmark task written for usecaserank.com (not based on a specific public post). Headless, offline run on a reproducible fixture. Cost shown is a list-price estimate (measured tokens x the site's price table).
Success criteria: page_now all_severities workaround_judged internal_vs_external labels_overridden top5
Setup notes: Batch 18 case t02-incident-severity-triage (offline, synthetic inputs, seed 1619012656). Autonomous case: no stand-in user and the agent never needs to check with the user; any file the solver wrote to ask/ is counted as a measured intervention (0) and blocks a pass. Prompt = TASK.md verbatim. Hidden key kept outside the solver's work dir. Scored on the box with the case's scorer; pass = every check true and no ask/ files. Tools: list_files/read_file/write_file/run_shell (venice-mini-agent v1.3), web disabled. Single run, no retries. 1-min load average at scoring 1.29 (8 cores). Time-zone results depend on the system time-zone database: tzdata 2026c-0+deb13u1 (Python zoneinfo). Harness: venice-mini-agent v1.3.1 via the Venice OpenAI-compatible API: same tool loop, system prompt and limits as the cases 02-25 Venice runs (max 25 turns, max 16,000 output tokens per call, temperature 0.2, Venice system prompt and web search off, per-run cost cap $0.0427, thinking on (model default)). Same task text, work-dir layout and scorer as the Claude runs of this case. Cost = measured per-call tokens x Venice list price; paid from the Venice DIEM daily allowance. Harness: venice-mini-agent v1.3.1 via Venice OpenAI-compatible API (max 16,000 output tokens per call, $0.0427 run cap). Score: 0/6. Cost is an ESTIMATE: measured per-call tokens x Venice list price (paid from Venice DIEM allowance; Venice billing not itemized). input_tokens include cached reads. Single run.
Estimated cost List-price estimate; not actually billed.
Metrics
- Estimated cost
- $0.0012
- Wall time
- 13s
- Human step-ins
- 0
- Turns
- 5
| Model | Input tok | Output tok | Cost |
|---|---|---|---|
| MMistral Small 3.2 24B Instruct (Venice)venice/mistral-small-3-2-24b-instructthinking on | 10,867 | 707 | $0.0012 |
Reproduce this run
- Use the use case prompt on the use case page.
- Same setup: Mistral Small 3.2 24B Instruct (Venice) (venice/mistral-small-3-2-24b-instruct, thinking on) via
venice-mini-agent v1.3.1, cloud. - It counts as a success only if it meets every success criterion: page_now all_severities workaround_judged internal_vs_external labels_overridden top5
- Log model, tokens, wall time, human step-ins and the evidence log, then submit it as a reproduction. A different model? Submit a head-to-head rerun.
How runs are scored: Methodology.
Was this useful?
Automated checks
Trust 80% comes from these checks (how Trust % works).
- Run date is not in the future : passed
- Model is in the dated pricing table : passed
- Cost recomputed from tokens matches : passed
- Cached tokens are consistent : passed
- Output throughput is plausible : passed
- Autonomy matches step-ins : passed
- Step-ins do not exceed turns : passed
- Retries agree with first-try result : passed
- Evidence log SHA-256 matches : passed
- Evidence log is substantial : passed
Evidence log
[
{
"segment_dir": "./usecase-runner/runs/b18t02-mistral-small-3-2-24b-instruct/venice_output_venice",
"venice_output": {
"harness": "venice-mini-agent",
"harness_version": "1.3.1",
"max_tokens_per_call": 16000,
"disable_thinking": false,
"run_cost_cap": 0.0427,
"no_tools": false,
"resumed_from": null,
"model": "mistral-small-3-2-24b-instruct",
"start": "2026-10-27T20:34:38-0400",
"num_turns": 5,
"tool_calls": 5,
"usage": {
"input_tokens": 10867,
"output_tokens": 707,
"cache_read_input_tokens": 0,
"cache_creation_input_tokens": 0
},
"reasoning_tokens": 0,
"requests": [
{
"input_tokens": 721,
"output_tokens": 10,
"cached_tokens": 0,
"cache_write_tokens": 0
},
{
"input_tokens": 756,
"output_tokens": 13,
"cached_tokens": 0,
"cache_write_tokens": 0
},
{
"input_tokens": 2849,
"output_tokens": 30,
"cached_tokens": 0,
"cache_write_tokens": 0
},
{
"input_tokens": 2937,
"output_tokens": 640,
"cached_tokens": 0,
"cache_write_tokens": 0
},
{
"input_tokens": 3604,
"output_tokens": 14,
"cached_tokens": 0,
"cache_write_tokens": 0
}
],
"cost_usd_venice_list": 0.001196,
"billed_reported_by_venice": 0.001196,
"wall_seconds": 12.7,
"final_message": "Triage completed. Output written to `out/triage.json`.",
"error": null,
"fatal": false
},
"trace": [
{
"turn": 1,
"response": {
"service_tier": "default",
"id": "chatcmpl-RmEasWls6zlE0IYZJd15X6EV",
"object": "chat.completion",
"created": 1793147679,
"model": "mistral-small-3-2-24b-instruct",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "",
"reasoning_content": null,
"name": null,
"tool_calls": [
{
"id": "1LUBVCNPy",
"type": "function",
"function": {
"name": "list_files",
"arguments": "{\"path\": \".\"}"
}
}
]
},
"finish_reason": "tool_calls",
"logprobs": null
}
],
"usage": {
"prompt_tokens": 721,
"completion_tokens": 10,
"total_tokens": 731
},
"cost": {
"usd": 0,
"diem": 7.009375e-05
},
"venice_parameters": {
"strip_thinking_response": false,
"disable_thinking": false,
"enable_e2ee": true,
"enable_web_search": "off",
"enable_web_scraping": false,
"enable_web_citations": false,
"include_search_results_in_stream": false,
"include_venice_system_prompt": false,
"enable_x_search": false,
"web_search_citations": [],
"return_search_results_as_documents": false
}
}
},
{
"turn": 1,
"tool": "list_files",
"args": {
"path": "."
},
"result": "./TASK.md\n./reports.json"
},
{
"turn": 2,
"response": {
"service_tier": "default",
"id": "chatcmpl-RUaPV1yOsVuShQydVxOfpCUS",
"object": "chat.completion",
"created": 1793147679,
"model": "mistral-small-3-2-24b-instruct",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "",
"reasoning_content": null,
"name": null,
"tool_calls": [
{
"id": "IQuu9nK3h",
"type": "function",
"function": {
"name": "read_file",
"arguments": "{\"path\": \"./reports.json\"}"
}
}
]
},
"finish_reason": "tool_calls",
"logprobs": null
}
],
"usage": {
"prompt_tokens": 756,
"completion_tokens": 13,
"total_tokens": 769
},
"cost": {
"usd": 0,
"diem": 7.4125e-05
},
"venice_parameters": {
"strip_thinking_response": false,
"disable_thinking": false,
"enable_e2ee": true,
"enable_web_search": "off",
"enable_web_scraping": false,
"enable_web_citations": false,
"include_search_results_in_stream": false,
"include_venice_system_prompt": false,
"enable_x_search": false,
"web_search_citations": [],
"return_search_results_as_documents": false
}
}
},
{
"turn": 2,
"tool": "read_file",
"args": {
"path": "./reports.json"
},
"result": "[\n {\n \"report_id\": \"INC-4006\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Probably minor, but Since about 00:40 UTC password reset fails every time for about 1 in 100 customers. Nothing they try gets them through.\"\n },\n {\n \"report_id\": \"INC-4011\",\n \"reporter_priority\": \"P3\",\n \"description\": \"THIS IS A DISASTER. Since about 03:20 UTC a misaligned button on mobile app sync is annoying 6,000 of our 12,000 customers.\"\n },\n {\n \"report_id\": \"INC-4019\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Heads up: Since about 02:05 UTC 2% of customers are completely stuck on notifications. Retrying in a private browser window works for them.\"\n },\n {\n \"report_id\": \"INC-4025\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Since about 03:20 UTC checkout is slow (8-12 s page loads) for 6,000 of our 12,000 employees in the finance team.\"\n },\n {\n \"report_id\": \"INC-4033\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Probably minor, but Since about 03:20 UTC report builder is slow (8-12 s page loads) for 1,600 of our 20,000 customers.\"\n },\n {\n \"report_id\": \"INC-4035\",\n \"reporter_priority\": \"P1\",\n \"description\": \"THIS IS A DISASTER. Since about 00:40 UTC search is slow (8-12 s page loads) for about 1 in 100 internal staff.\"\n },\n {\n \"report_id\": \"INC-4047\",\n \"reporter_priority\": \"P1\",\n \"description\": \"Since about 04:20 UTC 20% of customers are completely stuck on invoice export. They can get through by switching to the desktop site themselves.\"\n },\n {\n \"report_id\": \"INC-4050\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Heads up: Since about 00:05 UTC 2% of customers are completely stuck on admin console. Retrying in a private browser window works for them.\"\n },\n {\n \"report_id\": \"INC-4060\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Probably minor, but Since about 05:05 UTC checkout shows a confusing warning banner to about 1 in 4 customers, but everything still works.\"\n },\n {\n \"report_id\": \"INC-4067\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Since about 02:05 UTC about 1 in 25 customers cannot finish mobile app sync at all. Nothing they try gets them through.\"\n },\n {\n \"report_id\": \"INC-4073\",\n \"reporter_priority\": \"P4\",\n \"description\": \"Probably minor, but Since about 00:40 UTC mobile app sync fails every time for 25% of customers. Retrying in a private browser window works for them. Two users reported seeing another account's invoices.\"\n },\n {\n \"report_id\": \"INC-4083\",\n \"reporter_priority\": \"P1\",\n \"description\": \"Since about 05:05 UTC billing page fails every time for 600 of our 4,000 customers. Nothing they try gets them through.\"\n },\n {\n \"report_id\": \"INC-4085\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Probably minor, but Since about 05:05 UTC admin console shows a confusing warning banner to 15% of customers, but everything still works.\"\n },\n {\n \"report_id\": \"INC-4093\",\n \"reporter_priority\": \"P3\",\n \"description\": \"Probably minor, but Since about 00:40 UTC billing page shows a confusing warning banner to 25% of c"
},
{
"turn": 3,
"response": {
"service_tier": "default",
"id": "chatcmpl-Rg1DEUO7ueqZxZMEI6dvdueg",
"object": "chat.completion",
"created": 1793147680,
"model": "mistral-small-3-2-24b-instruct",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "",
"reasoning_content": null,
"name": null,
"tool_calls": [
{
"id": "t4UXa2N6C",
"type": "function",
"function": {
"name": "run_shell",
"arguments": "{\"command\": \"mkdir -p out\"}"
}
},
{
"id": "4gWyQoS19",
"type": "function",
"function": {
"name": "run_shell",
"arguments": "{\"command\": \"touch out/triage.json\"}"
}
}
]
},
"finish_reason": "tool_calls",
"logprobs": null
}
],
"usage": {
"prompt_tokens": 2849,
"completion_tokens": 30,
"total_tokens": 2879
},
"cost": {
"usd": 0,
"diem": 0.00027459375000000004
},
"venice_parameters": {
"strip_thinking_response": false,
"disable_thinking": false,
"enable_e2ee": true,
"enable_web_search": "off",
"enable_web_scraping": false,
"enable_web_citations": false,
"include_search_results_in_stream": false,
"include_venice_system_prompt": false,
"enable_x_search": false,
"web_search_citations": [],
"return_search_results_as_documents": false
}
}
},
{
"turn": 3,
"tool": "run_shell",
"args": {
"command": "mkdir -p out"
},
"result": "exit=0\nstdout:\n\nstderr:\n"
},
{
"turn": 3,
"tool": "run_shell",
"args": {
"command": "touch out/triage.json"
},
"result": "exit=0\nstdout:\n\nstderr:\n"
},
{
"turn": 4,
"response": {
"service_tier": "default",
"id": "chatcmpl-RUTuI4AcqOdwJxTrRnsPMeTq",
"object": "chat.completion",
"created": 1793147690,
"model": "mistral-small-3-2-24b-instruct",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "",
"reasoning_content": null,
"name": null,
"tool_calls": [
{
"id": "C5Km9CT9Q",
"type": "function",
"function": {
"name": "write_file",
"arguments": "{\"path\": \"out/triage.json\", \"content\": \"{\\n\\\"severity\\\": {\\n\\\"INC-4006\\\": \\\"SEV3\\\",\\n\\\"INC-4011\\\": \\\"SEV3\\\",\\n\\\"INC-4019\\\": \\\"SEV2\\\",\\n\\\"INC-4025\\\": \\\"SEV4\\\",\\n\\\"INC-4033\\\": \\\"SEV3\\\",\\n\\\"INC-4035\\\": \\\"SEV4\\\",\\n\\\"INC-4047\\\": \\\"SEV1\\\",\\n\\\"INC-4050\\\": \\\"SEV2\\\",\\n\\\"INC-4060\\\": \\\"SEV3\\\",\\n\\\"INC-4067\\\": \\\"SEV3\\\",\\n\\\"INC-4073\\\": \\\"SEV1\\\",\\n\\\"INC-4083\\\": \\\"SEV1\\\",\\n\\\"INC-4085\\\": \\\"SEV4\\\",\\n\\\"INC-4093\\\": \\\"SEV3\\\",\\n\\\"INC-4104\\\": \\\"SEV1\\\",\\n\\\"INC-4111\\\": \\\"SEV2\\\",\\n\\\"INC-4118\\\": \\\"SEV1\\\",\\n\\\"INC-4124\\\": \\\"SEV4\\\",\\n\\\"INC-4131\\\": \\\"SEV2\\\",\\n\\\"INC-4133\\\": \\\"SEV2\\\",\\n\\\"INC-4140\\\": \\\"SEV2\\\",\\n\\\"INC-4153\\\": \\\"SEV3\\\",\\n\\\"INC-4155\\\": \\\"SEV2\\\",\\n\\\"INC-4165\\\": \\\"SEV3\\\",\\n\\\"INC-4173\\\": \\\"SEV1\\\",\\n\\\"INC-4180\\\": \\\"SEV2\\\",\\n\\\"INC-4184\\\": \\\"SEV3\\\",\\n\\\"INC-4194\\\": \\\"SEV2\\\",\\n\\\"INC-4196\\\": \\\"SEV3\\\",\\n\\\"INC-4204\\\": \\\"SEV2\\\",\\n\\\"INC-4214\\\": \\\"SEV4\\\"\\n},\\n\\\"page_now\\\": [\\\"INC-4073\\\", \\\"INC-4047\\\", \\\"INC-4083\\\", \\\"INC-4104\\\", \\\"INC-4118\\\", \\\"INC-4173\\\"],\\n\\\"top5\\\": [\\\"INC-4073\\\", \\\"INC-4047\\\", \\\"INC-4083\\\", \\\"INC-4104\\\", \\\"INC-4118\\\"]\\n}\"}"
}
}
]
},
"finish_reason": "tool_calls",
"logprobs": null
}
],
"usage": {
"prompt_tokens": 2937,
"completion_tokens": 640,
"total_tokens": 3577
},
"cost": {
"usd": 0,
"diem": 0.00043534374999999997
},
"venice_parameters": {
"strip_thinking_response": false,
"disable_thinking": false,
"enable_e2ee": true,
"enable_web_search": "off",
"enable_web_scraping": false,
"enable_web_citations": false,
"include_search_results_in_stream": false,
"include_venice_system_prompt": false,
"enable_x_search": false,
"web_search_citations": [],
"return_search_results_as_documents": false
}
}
},
{
"turn": 4,
"tool": "write_file",
"args": {
"path": "out/triage.json",
"content": "{\n\"severity\": {\n\"INC-4006\": \"SEV3\",\n\"INC-4011\": \"SEV3\",\n\"INC-4019\": \"SEV2\",\n\"INC-4025\": \"SEV4\",\n\"INC-4033\": \"SEV3\",\n\"INC-4035\": \"SEV4\",\n\"INC-4047\": \"SEV1\",\n\"INC-4050\": \"SEV2\",\n\"INC-4060\": \"SEV3\",\n\"INC-4067\": \"SEV3\",\n\"INC-4073\": \"SEV1\",\n\"INC-4083\": \"SEV1\",\n\"INC-4085\": \"SEV4\",\n\"INC-4093\": \"SEV3\",\n\"INC-4104\": \"SEV1\",\n\"INC-4111\": \"SEV2\",\n\"INC-4118\": \"SEV1\",\n\"INC-4124\": \"SEV4\",\n\"INC-4131\": \"SEV2\",\n\"INC-4133\": \"SEV2\",\n\"INC-4140\": \"SEV2\",\n\"INC-4153\": \"SEV3\",\n\"INC-4155\": \"SEV2\",\n\"INC-4165\": \"SEV3\",\n\"INC-4173\": \"SEV1\",\n\"INC-4180\": \"SEV2\",\n\"INC-4184\": \"SEV3\",\n\"INC-4194\": \"SEV2\",\n\"INC-4196\": \"SEV3\",\n\"INC-4204\": \"SEV2\",\n\"INC-4214\": \"SEV4\"\n},\n\"page_now\": [\"INC-4073\", \"INC-4047\", \"INC-4083\", \"INC-4104\", \"INC-4118\", \"INC-4173\"],\n\"top5\": [\"INC-4073\", \"INC-4047\", \"INC-4083\", \"INC-4104\", \"INC-4118\"]\n}"
},
"result": "wrote 794 chars"
},
{
"turn": 5,
"response": {
"service_tier": "default",
"id": "chatcmpl-RdlfX8l9mueuBRer45jKi2ln",
"object": "chat.completion",
"created": 1793147691,
"model": "mistral-small-3-2-24b-instruct",
"choices": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "Triage completed. Output written to `out/triage.json`.",
"reasoning_content": null,
"name": null,
"tool_calls": []
},
"finish_reason": "stop",
"logprobs": null
}
],
"usage": {
"prompt_tokens": 3604,
"completion_tokens": 14,
"total_tokens": 3618
},
"cost": {
"usd": 0,
"diem": 0.000341375
},
"venice_parameters": {
"strip_thinking_response": false,
"disable_thinking": false,
"enable_e2ee": true,
"enable_web_search": "off",
"enable_web_scraping": false,
"enable_web_citations": false,
"include_search_results_in_stream": false,
"include_venice_system_prompt": false,
"enable_x_search": false,
"web_search_citations": [],
"return_search_results_as_documents": false
}
}
}
]
}
]