How many tracked prints does the IFBench family have?

IFBench leaderboard — the family board.

3 TRACKED VARIANTS · 1 FIRST-CLASS BOARD

One family, 3 tracked prints. Scoring configs and splits of the base board render as sections of this page, each under its own honest label.

● LIVE DATA326 MODELS ON THIS BOARDLEADER INKLING AT 83.4

The board — IFBenchTOP 100 OF 326 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen

01InklingThinking Machines83.42026-09-09

02Grok 4.3SpaceXAI83.32026-05-23

03Grok 4.20SpaceXAI82.92026-09-10

04MiniMax M3MiniMax82.92026-06-04

05Qwen3.8 Max PreviewAlibaba82.82026-08-23

06Inkling-SmallThinking Machines82.22026-08-24

07Nemotron 3 Ultra 550B A55BNVIDIA81.72026-09-01

08Qwen3.8 Flash NextAlibaba81.32026-08-27

09Qwen3.7 MaxAlibaba80.52026-08-23

10Nemotron Cascade 2 30B A3BNVIDIA80.42026-05-02

11MiMo V2.5 ProXiaomi79.92026-09-22

12Nova 2.0 Pro PreviewAmazon79.62026-05-02

13Qwen3.8 27BAlibaba79.52026-08-26

14Granite 4.2 8BIBM79.32026-08-31

15DeepSeek-V4-FlashDeepSeek79.22026-10-01

16Qwen3.7 Plus PreviewAlibaba79.12026-08-26

17Qwen3.5 397B A17BAlibaba78.82026-08-24

18Gemini 3 Flash PreviewGoogle78.02026-05-02

19GPT-5.2 CodexOpenAI77.62026-05-02

20Gemini 3.1 Flash Lite PreviewGoogle77.22026-05-02

21Granite 4.2 30BIBM77.22026-08-31

22Gemini 3.1 ProGoogle77.12026-07-16

23Muse GlimmerMeta772026-08-23

24Qwen3.6 Max PreviewAlibaba76.62026-05-02

25Qwen3.5 27BAlibaba76.52026-08-23

26DeepSeek-V4-ProDeepSeek76.52026-10-01

27Gemini 3.5 FlashGoogle76.32026-09-10

28GLM-5.1Z.ai76.32026-05-02

29Qwen3.5 122B A10BAlibaba76.12026-08-23

30Kimi K2.6Moonshot762026-07-16

31Muse SparkMeta75.92026-05-02

32GPT-5.4 nanoOpenAI75.92026-09-10

33GPT-5.5OpenAI75.92026-06-01

34MiniMax M2.7MiniMax75.72026-08-24

35Gemma 4 31BGoogle75.62026-06-01

36GPT-5.2OpenAI75.42026-08-24

37GPT-5 miniOpenAI75.42026-06-21

38GPT-5.3 CodexOpenAI75.42026-05-02

39Qwen3.6 PlusAlibaba75.22026-08-23

40MAI-Code-1-FlashMicrosoft752026-08-23

41Ling-3.0-flashInclusionAI74.52026-09-09

42Granite 4.2 3BIBM74.32026-08-31

43GPT-5 CodexOpenAI74.12026-05-02

44Command A+Cohere742026-08-23

45GPT-5.4OpenAI73.92026-05-02

46Gemma 4 12BGoogle73.52026-06-14

47GLM-5.2Z.ai73.32026-07-16

48GPT-5.4 miniOpenAI73.32026-06-01

49GLM-5-TurboZ.ai73.22026-05-02

50GPT-5OpenAI73.12026-06-21

51GPT-5.1OpenAI72.92026-06-20

52GPT-5.6 SolOpenAI72.72026-08-12

53Nemotron 3 Super 120B A12BNVIDIA72.62026-09-10

54Qwen3.5 35B A3BAlibaba72.52026-08-23

55Gemma 4 26B A4BGoogle72.42026-08-09

56GLM-5Z.ai72.32026-05-02

57MiniMax M2MiniMax72.32026-06-06

58Nemotron 3.5 LightningNVIDIA71.92026-08-26

59MiMo V2 FlashXiaomi71.82026-05-06

60MiniMax M2.5MiniMax71.62026-08-24

61GPT-5.5 InstantOpenAI71.52026-05-31

62o3OpenAI71.42026-05-02

63GPT-5.6 TerraOpenAI71.22026-07-10

64Solar Pro 3Upstage71.22026-05-02

65NVIDIA Nemotron 3 Nano 30B A3BNVIDIA71.12026-09-10

66Mercury 2Inception712026-08-23

67Qwen3 Max (Reasoning)Alibaba70.92026-09-22

68Nova 2.0 LiteAmazon70.72026-06-01

69Gemini 3 ProGoogle70.42026-08-24

70o1OpenAI70.32026-05-02

71Kimi K2.5Moonshot70.22026-07-16

72MiniMax M2.1MiniMax702026-08-24

73GPT-5.1 CodexOpenAI702026-05-02

74Apriel-v1.6-15B-ThinkerServiceNow69.12026-07-03

75Qwen3.6 27BAlibaba69.12026-08-14

76MAI-Thinking-1Microsoft692026-08-23

77Mistral Medium 3.5 128BMistral692026-08-23

78gpt-oss-120bOpenAI69.02026-05-02

79MiMo V2 ProXiaomi68.82026-05-02

80o4-miniOpenAI68.72026-05-02

81Kimi K2 ThinkingMoonshot68.12026-05-02

82GLM-4.7Z.ai67.92026-06-01

83GPT-5.1 Codex miniOpenAI67.92026-05-02

84GPT-5 nanoOpenAI67.62026-06-21

85MiMo V2 OmniXiaomi67.32026-05-02

86Step 3.7 FlashStepFun67.32026-06-02

87MiMo V2.5Xiaomi67.12026-09-24

88o3-miniOpenAI67.12026-05-02

89Qwen3.5 9BAlibaba66.72026-08-23

90Step 3.5 FlashStepFun66.52026-06-18

91Nex-N2-ProNex AGI66.22026-06-26

92Nova 2.0 Omni Reasoning MediumAmazon66.22026-06-01

93gpt-oss-20bOpenAI65.12026-08-09

94K-EXAONELG AI64.72026-05-02

95Qwen3.6 35B A3BAlibaba64.42026-06-01

96DeepSeek-V3.2-SpecialeDeepSeek63.92026-05-02

97Claude Fable 5Anthropic63.52026-10-04

98Nemotron 3 Nano OmniNVIDIA63.22026-05-02

99Kimi K2.7 CodeMoonshot63.12026-06-17

100K2 Think V2MBZUAI62.82026-06-29

◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

Variants of this boardSCORING CONFIGS & SPLITS — NOT CITED STANDALONE, SO THEY LIVE HERE

IFBench (prompt)

VARIANT6 models · best score per model

#ModelVendorScoreVLast seen

01Nemotron 3 Ultra 550B A55BNVIDIA82.32026-09-01

02Granite 4.2 8BIBM79.32026-08-25

03Granite 4.2 30BIBM77.22026-08-25

04Granite 4.2 3BIBM74.32026-08-25

05Nemotron 3 Super 120B A12BNVIDIA73.42026-07-07

06NVIDIA-Nemotron-Labs-3-Puzzle-75B-A9B-BF16NVIDIA71.92026-07-07

IFBench (prompt loose)

VARIANT6 models · best score per model

#ModelVendorScoreVLast seen

01Nemotron 3 Ultra 550B A55BNVIDIA81.72026-06-10

02DeepSeek-V4-ProDeepSeek79.12026-08-24

03Qwen3.5 397B A17BAlibaba78.22026-06-10

04GLM-5.1Z.ai76.62026-06-10

05MiniMax M2.7MiniMax74.62026-06-10

06Kimi K2.6Moonshot73.72026-06-10

THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboards The frontier board Models by vendor