AI BENCHY Compare

Anthropic: Claude Opus 4.8 vs StepFun: Step 3.7 Flash

Muhtasari

average score iko karibu sawa: 7.7 vs 7.7. Step 3.7 Flash (low) ina gharama ya chini ya benchmark: $0.341 vs $1.270. Claude Opus 4.8 (low) ni ya haraka zaidi: 10.83s vs 15.74s, na pass rates 79.4% vs 68.3%.

Muundo unaopendekezwaStep 3.7 Flash (low)It has the best score here (7.7), while costing about 3.7x less than Claude Opus 4.8 (low).

Benchmark zimetengenezwa kutoka seti za majaribio za AI BENCHY tarehe: 2026-07-14

Kipimo	Claude Opus 4.8 Claude Opus 4.8 low Toleo: 2026-05-28	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29

Kipimo	Claude Opus 4.8 Claude Opus 4.8 low Toleo: 2026-05-28	Step 3.7 Flash Step 3.7 Flash low Toleo: 2026-05-29
Alama	7.7	7.7
Nafasi	#47	#51
Uaminifu	10.0	10.0
Uthabiti	8.8	8.4
Majaribio sahihi
Kiwango cha kupita kwa kila jaribio	79.4%	68.3%
Majaribio yasiyo thabiti	3	4
Jumla ya uendeshaji	63	63
Gharama kwa matokeo	8.466	2.840
Jumla ya gharama	$1.270	$0.341
Bei ya ingizo	$5.000 / 1M	$0.200 / 1M
Bei ya toleo	$25.000 / 1M	$1.150 / 1M
Jumla ya tokeni za ingizo	60,946	40,101
Tokeni za matokeo	31,771	289,325
Tokeni za hoja	6,831	0
Muda wa majibu (wastani)	10.83s	15.74s
Muda wa majibu (upeo)	127.97s	124.75s
Muda wa majibu (jumla)	227.39s	330.63s

Onyesho la kizazi

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#47 Claude Opus 4.8

low

Gharama: $0.031
Muda: 14.1s
Tokeni: 1,345 tok

#51 Step 3.7 Flash

low

SVG batili

Gharama: $0.004
Muda: 25.3s
Tokeni: 3,072 tok

Modeli bora kwa alama

Alama dhidi ya gharama ya jumla

Muda wa majibu (wastani)

Alama vs Muda wa majibu (wastani)

Jumla ya tokeni za matokeo

Alama vs Jumla ya tokeni za matokeo

Mgawanyo wa kategoria

Kategoria:

Mbinu za kupinga AI	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	10.0	10.0	100.0%	0		3.30s	834	793	371
Step 3.7 Flash	8.7	7.9	91.7%	1		4.02s	756	10,896	0

Uandishi wa msimbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	6.6	4.6	77.8%	2		7.58s	10,590	3,637	809
Step 3.7 Flash	8.2	7.2	88.9%	1		9.46s	7,437	18,685	0

Mchanganyiko	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	9.8	10.0	100.0%	0		20.84s	23,500	2,216	1,081
Step 3.7 Flash	10.0	10.0	100.0%	0		7.98s	13,683	6,426	0

Uchanganuzi na uchimbaji wa data	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	6.3	5.8	66.7%	1		2.27s	10,503	310	0
Step 3.7 Flash	7.3	5.8	83.3%	1		2.29s	7,398	2,667	0

Mahususi kwa domeni	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	5.3	10.0	33.3%	0		45.53s	975	23,311	3,908
Step 3.7 Flash	5.3	7.2	44.4%	1		43.31s	828	104,487	0

Akili ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	10.0	10.0	100.0%	0		2.55s	708	231	0
Step 3.7 Flash	3.4	9.3	0.0%	0		7.00s	525	4,604	0

Ufuataji wa maagizo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	9.8	10.0	100.0%	0		2.78s	909	111	221
Step 3.7 Flash	9.8	10.0	100.0%	0		1.58s	735	1,857	0

Utatuzi wa mafumbo	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	10.0	10.0	100.0%	0		3.01s	894	592	184
Step 3.7 Flash	5.5	9.9	33.3%	0		1.84s	756	3,564	0

Mwito wa zana	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	10.0	10.0	100.0%	0		6.85s	11,775	370	35
Step 3.7 Flash	10.0	10.0	100.0%	0		3.25s	7,746	1,360	0

Maarifa ya jumla	Alama	Uthabiti	Kiwango cha kupita kwa kila jaribio	Majaribio yasiyo thabiti	Majaribio sahihi	Muda wa majibu (wastani)	Tokeni za ingizo	Tokeni za matokeo	Tokeni za hoja
Claude Opus 4.8	3.0	10.0	0.0%	0		5.48s	258	200	222
Step 3.7 Flash	3.0	10.0	0.0%	0		124.75s	237	134,779	0

Ulinganisho wa haraka

Badilisha jozi ya ulinganisho

GPT-5.6 LunahighvsStep 3.7 Flashlow Claude Opus 4.8lowvsQwen3.5-122B-A10Bmedium Claude Opus 4.6mediumvsStep 3.7 Flashlow Claude Opus 4.8lowvsKimi K2.6mediumInapatikana bure Step 3.7 FlashlowvsGrok 4.3medium Claude Opus 4.8lowvsGrok 4.3medium Claude Opus 4.8lowvsGemini 3.1 Flash Litemedium KAT-Coder-Pro V2.5highvsStep 3.7 Flashlow Claude Opus 4.8lowvsQwen3.5 Plus 2026-04-20medium Claude Opus 4.8lowvsGemini 3.1 Flash Lite Previewmedium Claude Opus 4.8lowvsGPT-5.6 Lunahigh Qwen3.5-122B-A10BmediumvsStep 3.7 Flashlow