Content-safety classification

I risultati vengono confrontati solo all'interno dello stesso gruppo, così un modello testato in un modo non viene mai messo in classifica contro un modello testato in un altro.

Classify text as safe or unsafe, flagging unsafe content with high recall while rarely flagging harmless text that only sounds unsafe

I gruppi di classifica usano scale diverse. Confronta le configurazioni solo all'interno dello stesso gruppo; EvalRank non appiattisce mai sistemi diversi in un'unica classifica.

Consenso tra i benchmark

Una classifica dei modelli sui benchmark ammessi per questo argomento, con lo stesso peso che si dà alle decisioni. Ogni punteggio è la quota del miglior risultato ottenuta dal modello.

Posizione	Modello	Quota del migliore	Benchmark
1	nemotron3ultra550ba55b	100.0%	1
2	gemini31flashlite	99.7%	1
3	beam10501ba23b	99.6%	1
4	gemini31flashlitepreview	99.5%	1
5	gpt61solpro	99.3%	1
6	gemini3flashpreview	99.1%	1
7	claudesonnet55	99.1%	1
8	minimaxm3	99.0%	1
9	gpt61terra	98.9%	1
10	minimaxm27	98.9%	1
11	minimaxm25	98.8%	1
12	step5preview	98.8%	1
13	gpt6sol	98.8%	1
14	gemma431bit	98.6%	1
15	gemma426ba4bit	98.5%	1
16	gpt61sol	98.5%	1
17	kimik26	98.4%	1
18	gpt6solpro	98.4%	1
19	musesparkopen	98.3%	1
20	glimpse	98.2%	1
21	qwen35397ba17b	98.2%	1
22	nemotron35supervl	98.1%	1
23	deepseekv41flash1017	97.9%	1
24	minimaxm31flash	97.9%	1
25	deepseekv4flashvisionexp	97.8%	1
26	gemini35flash	97.6%	1
27	gpt61terrapro	97.4%	1
28	mimov26flash	97.4%	1
29	museglimmer30b	97.3%	1
30	deepseekv4pro0813	97.3%	1
31	glm52	97.2%	1
32	glm47	96.9%	1
33	gemini36flash	96.9%	1
34	gemini4argon	96.8%	1
35	deepseekv32	96.8%	1
36	qwen3527b	96.8%	1
37	gemini35flashlite	96.6%	1
38	claudehaiku55	96.6%	1
39	deepseekv41flash	96.6%	1
40	glm53flash	96.5%	1
41	gpt51	96.4%	1
42	qwen3627b	96.1%	1
43	deepseekv4pro	95.9%	1
44	glm53	95.4%	1
45	qwen3827b	95.4%	1
46	gpt6lunapro	95.3%	1
47	granite428b	95.1%	1
48	gpt56lunapro	95.0%	1
49	nemotron3super120ba12b	94.9%	1
50	qwen3635ba3b	94.9%	1
51	deepseekv4flash	94.8%	1
52	gpt6luna	94.6%	1
53	gpt54mini	94.6%	1
54	gpt56luna	94.4%	1
55	deepseekv4flash0731	92.4%	1
56	glm47flash	92.0%	1
57	gpt51codex	92.0%	1
58	gpt51codexmini	91.5%	1
59	glm5	90.3%	1
60	nemotron35lightning	90.1%	1
61	gpt51codexmax	89.8%	1
62	gpt54nano	88.2%	1
63	claudesonnet5	88.1%	1
64	qwen3535ba3b	80.5%	1

Configurazione del modello · Prompt diretto

Esplorativo - non è ancora un vincitore in classifica

rg-content-safety-classification-model-configuration-direct-prompt-model-configuration-v1

Evidenze dell'explorer

Content-safety classification board (EvalRank)

Analizzato ieri

Fonte unica. Osservato il 2026-11-03T00:01:18Z; valido fino al 2027-02-01T00:01:18Z.

Posizione	Configurazione	Capacità	Incertezza	Famiglie
1	nvidia/nemotron-3-ultra-550b-a55b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_7d99eb067bf755ad2ac4eed492ded7c298113a972ed3482133ed762b1de16b78`	100%	Sconosciuto	1
2	google/gemini-3.1-flash-lite evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_c0740610436eb8ba7a4c51adfc38037e58a5793315d734e1937878f4649d3caf`	98%	Sconosciuto	1
3	reflection/beam-1.0-501b-a23b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_2155c6e9341ea1063997ef1c246a68b92344920065b206e8a532d5dd4039fb28`	98%	Sconosciuto	1
4	google/gemini-3.1-flash-lite-preview evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_4dd62c9832f9c5af54479fb9a4ab1798867614257d96152e7c372520ac11f083`	98%	Sconosciuto	1
5	openai/gpt-6.1-sol-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_c3efa144559b10cd3f0dbd1f2744d19cd8f6f8744fcad431a5c8737bd883ba80`	96%	Sconosciuto	1
6	google/gemini-3-flash-preview evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_442b3254e105769c9f1fbafa2cf80ca2cf15b6eaa49b5a6befcc7744db4a57a7`	96%	Sconosciuto	1
7	anthropic/claude-sonnet-5.5 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_9b18ddbe788f23e2328627ca091bbfa2b87facb463b3abe9156f460009535581`	96%	Sconosciuto	1
8	minimax/minimax-m3 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_fab1fceeb9494c0411fa9c92a0eaba632dc8409c976d16c209063dfe93ccdc29`	95%	Sconosciuto	1
9	openai/gpt-6.1-terra evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_1d22c134a1360bbfc2ae951d071b1056af11d422a2ba518bd8916e80994a3c01`	94%	Sconosciuto	1
10	minimax/minimax-m2.7 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_b23ed36c7637c457294b272eadb80afcead7d23f861e543d858fa7bdefd5b7d0`	94%	Sconosciuto	1
11	minimax/minimax-m2.5 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_ddc9b3a2df0fb875265ef3ed132304ba7acc702751b37091056e002a5f1329f9`	94%	Sconosciuto	1
12	stepfun/step-5-preview evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_ea728c9b0fca06110f24790229ec3a0e2a90693fcaca272afd50c4efa4aa8bf4`	94%	Sconosciuto	1
13	openai/gpt-6-sol evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_fad8a2e4ecc1874a0f01ab8ef3a739d8b2384ea466ef8be154432a9a64592ad5`	94%	Sconosciuto	1
14	google/gemma-4-31b-it evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_6f2bca52853c147b75881629111e70f00705ce89cdadd157111b158d296f5b7a`	93%	Sconosciuto	1
15	google/gemma-4-26b-a4b-it evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_43b6f57ea4f493c88995b41322c8d8e3e3b2cf02f67b9f56fc53750fbeecf594`	93%	Sconosciuto	1
16	openai/gpt-6.1-sol evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_a0dc3da2feef4024d38c3593705754bd8fd4590873de9806a763f792bb236ddb`	92%	Sconosciuto	1
17	moonshotai/kimi-k2.6 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_635e37df07b4bda8605aafb0b8e7b6a71187e5b293bece532dbc023f07fdc1b9`	92%	Sconosciuto	1
18	openai/gpt-6-sol-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_8fb82d4ae23949fa0e3b09224a701932e00db56e372b300563f6fc9696041d81`	92%	Sconosciuto	1
19	meta/muse-spark-open evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_7f227ac4a9e1b2c8f6e3f78a6434486ff5eaa964afe06e1ab7ef7d7141209bbd`	91%	Sconosciuto	1
20	elorian/glimpse evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_238f80b31c4c82b5210bf16843248970293dbaa425171d3c390e1d1cd5393d8a`	91%	Sconosciuto	1
21	qwen/qwen3.5-397b-a17b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_ad0d0fa0e3daf5c7f909972ba32614dbea12f65f4db742e32841b08fa389f2f3`	91%	Sconosciuto	1
22	nvidia/nemotron-3.5-super-vl evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_115f5e3115fa9e1af3e6d8dc67b0b1a66b9cacaf359a50758cda8b35ef7a61d2`	90%	Sconosciuto	1
23	deepseek/deepseek-v4.1-flash-1017 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_3dd050f56d024ad6316e2ea453b46bc3d39832b2aaf9abd34cf8e5e7ba34cf1f`	89%	Sconosciuto	1
24	minimax/minimax-m3.1-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_a5affc900ec149755655e39d490eac5d2e85880361ddf9f5a97becd6044e7964`	89%	Sconosciuto	1
25	deepseek/deepseek-v4-flash-vision-exp evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_3d2d55c4242f8eb51b7b133145e82ef33971385ece7ee7fd0abc0f333643c6b1`	89%	Sconosciuto	1
26	google/gemini-3.5-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_8610441536c049d3ee484d51228f0171f9aa0d86ede49e6031c3aac345c19412`	88%	Sconosciuto	1
27	openai/gpt-6.1-terra-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_73f0264984f0b9978d96b597d40a7268f75362e2212bb641b5792a45d3644cf0`	87%	Sconosciuto	1
28	xiaomi/mimo-v2.6-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_f4356f31a8b09b0ac18d413260140e3d740e4e498bf5b2d6e81d26348691a909`	86%	Sconosciuto	1
29	meta/muse-glimmer-30b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_6747ee32ad5046a79edfd2e3b261add7a9c324422df989ce7ed8f096f0ee3c28`	86%	Sconosciuto	1
30	deepseek/deepseek-v4-pro-0813 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_f9b97ce14e997236c72e6daade92cde3c60dac1f0ba7c984c6669fc68f7e9c1d`	86%	Sconosciuto	1
31	z-ai/glm-5.2 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_120dd6c22755d4cbdc9272d709391f21fd17a896d825e04a03e75f2f1843a560`	86%	Sconosciuto	1
32	z-ai/glm-4.7 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_64619a046266e3fc27a85eb007cea8df376927c7f5df6177bbf9dff0d0e9a3aa`	84%	Sconosciuto	1
33	google/gemini-3.6-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_5f1804314139414d4217c30c800f66773418cc18c9daf8252c03693931fa9470`	84%	Sconosciuto	1
34	google/gemini-4-argon evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_f08e4ef4677affaf9bcf7fa8ad339cb268daa2169c1395f91ccdc3848dc38fa1`	84%	Sconosciuto	1
35	deepseek/deepseek-v3.2 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:unavailable`config_e46f182963294fd8ac9b13dd94e005481af49bb73d57f6b4c1ff58765f7ff36d`	83%	Sconosciuto	1
36	qwen/qwen3.5-27b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_59baf54cd1ce90bf480c5f8f6be017b9bcd32182817e84291a68b45e926a7275`	83%	Sconosciuto	1
37	google/gemini-3.5-flash-lite evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_8ab35556769122f6730cb555f916447e1c8bf6185e10523f28b3ce5e50db27fb`	83%	Sconosciuto	1
38	anthropic/claude-haiku-5.5 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_2751fa6baf3817144e1312d65bc49b600a27ff9796b40b892cf5ed09e6b00568`	83%	Sconosciuto	1
39	deepseek/deepseek-v4.1-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_1d325a8aeb593573cca9ba825520046da0ffc4fcefcb06db061f8ef5fea91a54`	82%	Sconosciuto	1
40	z-ai/glm-5.3-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_fb52ad4ac1c4026292a3f1240a4dc2e1d12e16083e95646db8212b77ed57ea1b`	82%	Sconosciuto	1
41	openai/gpt-5.1 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_b8350fce891d7d514e0480df7b6234e491f02dbc8ae150fd6e704aa23b0191e6`	82%	Sconosciuto	1
42	qwen/qwen3.6-27b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_a78ddb6cebf92f398affb21e6b7e3f795bc29270d9fd53deead33eaa1df411cb`	80%	Sconosciuto	1
43	deepseek/deepseek-v4-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_7000fdb416cbab9f2be6b2f33119adc41118915abc07e7a7e8213ee7336d205a`	79%	Sconosciuto	1
44	z-ai/glm-5.3 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_12fe0ff251166fdeb583bf45c9ece4a19c1d3bb40b7c33662ba2c969d9850eaf`	76%	Sconosciuto	1
45	qwen/qwen3.8-27b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_be71109b07ef89f80a58dc5652e8da5649a32fa622ccbe7af6a01c49b662325f`	76%	Sconosciuto	1
46	openai/gpt-6-luna-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_3b22b0a8f90d6a9c89cb944c4ada16295394fed726da9f02edcefa4b6454fb38`	76%	Sconosciuto	1
47	ibm-granite/granite-4.2-8b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_4c77c6e59730f431caf2e6018aa101251b026a28699cca491f6fcb57d134a639`	75%	Sconosciuto	1
48	openai/gpt-5.6-luna-pro evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_a84bda106ab3974d69df8143a7ecfd41ae25fa3af4034c9cda5232a494ed381d`	74%	Sconosciuto	1
49	nvidia/nemotron-3-super-120b-a12b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_65206ed835937e4a58e9249a2680b4d2872397bf3abf72b22d2c07dc044ed271`	74%	Sconosciuto	1
50	qwen/qwen3.6-35b-a3b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_099dfd7875cbd5ab4e85221be7656ef51863c17bb94c9af651a328e19a70a2e8`	74%	Sconosciuto	1
51	deepseek/deepseek-v4-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_6bd0c5eb925bb5e63bef71def75efe0301ca52099eca2e0bbcf7981e2aceb51c`	73%	Sconosciuto	1
52	openai/gpt-6-luna evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_4dbbd2f0ab0d84b7c248fbce5e80ca7551aad370b42a727b4f69166c20266440`	73%	Sconosciuto	1
53	openai/gpt-5.4-mini evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_4b66200184124eb485b499c0dd56642e2430b644289885afea04aa641c22cda7`	72%	Sconosciuto	1
54	openai/gpt-5.6-luna evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_5cde82caefa8a815fe6f4beb950c65f9fae31efceeda19d1f631601ccdd4b6d3`	72%	Sconosciuto	1
55	deepseek/deepseek-v4-flash-0731 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_e28e0dd0460ebad70a0f394de212558dcc7fb3d62e127c067a94eea4d50e7184`	61%	Sconosciuto	1
56	z-ai/glm-4.7-flash evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_79cff7558daca1c8edbb265f6a708011a390a18f0d07f3295f2944d16c652731`	59%	Sconosciuto	1
57	openai/gpt-5.1-codex evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_843a8c73b4ee4d1e2dca77b266a2d0a8c20288a24b00117aa916efad91b95622`	59%	Sconosciuto	1
58	openai/gpt-5.1-codex-mini evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_7791eec96f3a1571763eb0485f92474fc5c2326ef8138f86f49d13bdc8b9a5de`	57%	Sconosciuto	1
59	z-ai/glm-5 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_d92561080dcb2ec18134f028e6d589c34c5ff86933ce31cd0baef9e792810470`	50%	Sconosciuto	1
60	nvidia/nemotron-3.5-lightning evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_0d55bafe2f486b6d40691b51a77137b641a3498419487b57ed2952d7d09a3483`	49%	Sconosciuto	1
61	openai/gpt-5.1-codex-max evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_low`config_7af97febe265676b35c339b4b079bd74568d699f56190ed97a84580bfe2c2ffb`	47%	Sconosciuto	1
62	openai/gpt-5.4-nano evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_0ab43c9a147fa575ea2d61319dfac2869684ccb48595d6ba5ef34cca75dc9286`	40%	Sconosciuto	1
63	anthropic/claude-sonnet-5 evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_962021295d532bdfe74c91e367fbb71a3bdb956d6247cd8302ccca6d864db388`	39%	Sconosciuto	1
64	qwen/qwen3.5-35b-a3b evalrank-content-safety:946af6ce1f3654dc9cdffcd310e5dcbf13b451cfc96766af8572debd3783a687:reasoning_off`config_8d6e5890ab2b84a55f734f9f18f5b5329413ddfa75155e2ecb7b4bd460f6dcf7`	0%	Sconosciuto	1

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