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Rankings

AI Model Leaderboard

Every model ranked across 6 dimensions. Updated as providers ship.

Scores are iOPTERA's editorial composites (0–100), built from public benchmarks and provider evaluations — not benchmark results. Value divides the average score by the tokenizer-adjusted price. How scores are made

Best Value

Capability score per tokenizer-adjusted dollar

29 models
#ModelValue Score
1
GPT-6 LunaFast

$0.10 / $0.50 / 1M

290.0
$0.10 / $0.50
2
GPT-4o MiniFast

$0.15 / $0.60 / 1M

218.7
$0.15 / $0.60
3
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

210.7
$0.10 / $0.50
4
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

122.9
$0.20 / $1.20
5
DeepSeek V4.1 FlashFast

$0.30 / $1.20 / 1M

114.1
$0.30 / $1.20
6
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

97.8
$0.25 / $1.50
7
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

41.7
$0.75 / $3.75
8
DeepSeek V4 ProPower

$1.32 / $3.96 / 1M

34.2
$1.32 / $3.96
9
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

25.3
$1.00 / $5.00
10
Grok 4.7Smart

$2.00 / $6.00 / 1M

22.6
$2.00 / $6.00
Show all 29
11
Grok 4.5Smart

$2.00 / $6.00 / 1M

22.1
$2.00 / $6.00
12
GPT-4.1Smart

$2.00 / $8.00 / 1M

18.0
$2.00 / $8.00
13
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

15.9
$2.00 / $10.00
14
GPT-6 SolSmart

$2.00 / $10.00 / 1M

15.7
$2.00 / $10.00
15
GPT-4oSmart

$2.50 / $10.00 / 1M

14.6
$2.50 / $10.00
16
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

13.3
$2.00 / $12.00
17
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

13.3
$2.00 / $12.00
18
GPT-5.2Smart

$1.75 / $14.00 / 1M

11.9
$1.75 / $14.00
19
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

11.0
$2.00 / $10.00
20
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

10.7
$2.00 / $10.00
21
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

9.1
$3.00 / $15.00
22
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

8.0
$4.00 / $20.00
23
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

5.8
$5.00 / $25.00
24
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

5.7
$4.00 / $20.00
25
Claude Opus 5Power

$5.00 / $25.00 / 1M

4.5
$5.00 / $25.00
26
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

4.4
$5.00 / $25.00
27
GPT-6 AstraPower

$10.00 / $50.00 / 1M

3.3
$10.00 / $50.00
28
Claude Fable 5Power

$10.00 / $50.00 / 1M

2.3
$10.00 / $50.00
29
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

2.3
$10.00 / $50.00

Fastest

29 models
#ModelScore
1
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

98
$0.20 / $1.20
2
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

98
$0.25 / $1.50
3
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

97
$1.00 / $5.00
4
GPT-4o MiniFast

$0.15 / $0.60 / 1M

97
$0.15 / $0.60
5
GPT-6 LunaFast

$0.10 / $0.50 / 1M

97
$0.10 / $0.50
6
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

96
$0.10 / $0.50
7
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

95
$0.75 / $3.75
8
DeepSeek V4.1 FlashFast

$0.30 / $1.20 / 1M

93
$0.30 / $1.20
9
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

91
$2.00 / $10.00
10
GPT-4oSmart

$2.50 / $10.00 / 1M

90
$2.50 / $10.00
Show all 29
11
Grok 4.5Smart

$2.00 / $6.00 / 1M

89
$2.00 / $6.00
12
Grok 4.7Smart

$2.00 / $6.00 / 1M

89
$2.00 / $6.00
13
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

88
$2.00 / $10.00
14
GPT-4.1Smart

$2.00 / $8.00 / 1M

88
$2.00 / $8.00
15
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

86
$2.00 / $12.00
16
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

86
$3.00 / $15.00
17
GPT-5.2Smart

$1.75 / $14.00 / 1M

85
$1.75 / $14.00
18
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

85
$2.00 / $10.00
19
GPT-6 SolSmart

$2.00 / $10.00 / 1M

84
$2.00 / $10.00
20
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

82
$2.00 / $12.00
21
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

70
$4.00 / $20.00
22
DeepSeek V4 ProPower

$1.32 / $3.96 / 1M

70
$1.32 / $3.96
23
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

66
$4.00 / $20.00
24
Claude Opus 5Power

$5.00 / $25.00 / 1M

63
$5.00 / $25.00
25
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

62
$5.00 / $25.00
26
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

60
$5.00 / $25.00
27
GPT-6 AstraPower

$10.00 / $50.00 / 1M

58
$10.00 / $50.00
28
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

56
$10.00 / $50.00
29
Claude Fable 5Power

$10.00 / $50.00 / 1M

55
$10.00 / $50.00

Coding

29 models
#ModelScore
1
Claude Fable 5Power

$10.00 / $50.00 / 1M

100
$10.00 / $50.00
2
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

100
$10.00 / $50.00
3
Claude Opus 5Power

$5.00 / $25.00 / 1M

99
$5.00 / $25.00
4
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

99
$4.00 / $20.00
5
GPT-6 AstraPower

$10.00 / $50.00 / 1M

99
$10.00 / $50.00
6
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

97
$4.00 / $20.00
7
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

97
$5.00 / $25.00
8
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

97
$2.00 / $10.00
9
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

96
$5.00 / $25.00
10
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

96
$2.00 / $10.00
Show all 29
11
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

95
$2.00 / $10.00
12
GPT-6 SolSmart

$2.00 / $10.00 / 1M

95
$2.00 / $10.00
13
GPT-5.2Smart

$1.75 / $14.00 / 1M

94
$1.75 / $14.00
14
DeepSeek V4 ProPower

$1.32 / $3.96 / 1M

94
$1.32 / $3.96
15
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

93
$2.00 / $12.00
16
Grok 4.7Smart

$2.00 / $6.00 / 1M

91
$2.00 / $6.00
17
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

91
$3.00 / $15.00
18
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

91
$0.10 / $0.50
19
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

90
$0.75 / $3.75
20
Grok 4.5Smart

$2.00 / $6.00 / 1M

89
$2.00 / $6.00
21
GPT-4.1Smart

$2.00 / $8.00 / 1M

89
$2.00 / $8.00
22
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

88
$2.00 / $12.00
23
DeepSeek V4.1 FlashFast

$0.30 / $1.20 / 1M

88
$0.30 / $1.20
24
GPT-4oSmart

$2.50 / $10.00 / 1M

87
$2.50 / $10.00
25
GPT-6 LunaFast

$0.10 / $0.50 / 1M

86
$0.10 / $0.50
26
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

84
$0.20 / $1.20
27
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

83
$1.00 / $5.00
28
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

80
$0.25 / $1.50
29
GPT-4o MiniFast

$0.15 / $0.60 / 1M

74
$0.15 / $0.60

Reasoning

29 models
#ModelScore
1
Claude Fable 5Power

$10.00 / $50.00 / 1M

100
$10.00 / $50.00
2
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

100
$10.00 / $50.00
3
GPT-6 AstraPower

$10.00 / $50.00 / 1M

100
$10.00 / $50.00
4
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

99
$4.00 / $20.00
5
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

99
$4.00 / $20.00
6
Claude Opus 5Power

$5.00 / $25.00 / 1M

98
$5.00 / $25.00
7
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

97
$2.00 / $10.00
8
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

96
$5.00 / $25.00
9
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

96
$5.00 / $25.00
10
GPT-5.2Smart

$1.75 / $14.00 / 1M

96
$1.75 / $14.00
Show all 29
11
DeepSeek V4 ProPower

$1.32 / $3.96 / 1M

96
$1.32 / $3.96
12
GPT-6 SolSmart

$2.00 / $10.00 / 1M

96
$2.00 / $10.00
13
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

94
$2.00 / $12.00
14
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

94
$2.00 / $10.00
15
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

92
$2.00 / $10.00
16
Grok 4.7Smart

$2.00 / $6.00 / 1M

92
$2.00 / $6.00
17
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

91
$0.75 / $3.75
18
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

91
$0.10 / $0.50
19
Grok 4.5Smart

$2.00 / $6.00 / 1M

90
$2.00 / $6.00
20
GPT-4oSmart

$2.50 / $10.00 / 1M

90
$2.50 / $10.00
21
GPT-4.1Smart

$2.00 / $8.00 / 1M

90
$2.00 / $8.00
22
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

90
$3.00 / $15.00
23
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

89
$2.00 / $12.00
24
DeepSeek V4.1 FlashFast

$0.30 / $1.20 / 1M

89
$0.30 / $1.20
25
GPT-6 LunaFast

$0.10 / $0.50 / 1M

87
$0.10 / $0.50
26
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

85
$0.20 / $1.20
27
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

82
$1.00 / $5.00
28
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

81
$0.25 / $1.50
29
GPT-4o MiniFast

$0.15 / $0.60 / 1M

78
$0.15 / $0.60

Creative

29 models
#ModelScore
1
Claude Fable 5Power

$10.00 / $50.00 / 1M

98
$10.00 / $50.00
2
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

98
$10.00 / $50.00
3
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

97
$4.00 / $20.00
4
GPT-6 AstraPower

$10.00 / $50.00 / 1M

97
$10.00 / $50.00
5
Claude Opus 5Power

$5.00 / $25.00 / 1M

96
$5.00 / $25.00
6
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

96
$4.00 / $20.00
7
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

95
$5.00 / $25.00
8
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

95
$5.00 / $25.00
9
GPT-5.2Smart

$1.75 / $14.00 / 1M

95
$1.75 / $14.00
10
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

94
$2.00 / $10.00
Show all 29
11
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

93
$2.00 / $10.00
12
GPT-6 SolSmart

$2.00 / $10.00 / 1M

93
$2.00 / $10.00
13
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

92
$2.00 / $12.00
14
GPT-4oSmart

$2.50 / $10.00 / 1M

92
$2.50 / $10.00
15
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

91
$2.00 / $10.00
16
Grok 4.7Smart

$2.00 / $6.00 / 1M

90
$2.00 / $6.00
17
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

90
$3.00 / $15.00
18
Grok 4.5Smart

$2.00 / $6.00 / 1M

89
$2.00 / $6.00
19
GPT-4.1Smart

$2.00 / $8.00 / 1M

89
$2.00 / $8.00
20
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

88
$2.00 / $12.00
21
DeepSeek V4 ProPower

$1.32 / $3.96 / 1M

88
$1.32 / $3.96
22
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

88
$0.75 / $3.75
23
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

88
$0.10 / $0.50
24
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

84
$0.20 / $1.20
25
GPT-6 LunaFast

$0.10 / $0.50 / 1M

84
$0.10 / $0.50
26
DeepSeek V4.1 FlashFast

$0.30 / $1.20 / 1M

84
$0.30 / $1.20
27
GPT-4o MiniFast

$0.15 / $0.60 / 1M

83
$0.15 / $0.60
28
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

82
$1.00 / $5.00
29
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

79
$0.25 / $1.50

Vision

27 models
#ModelScore
1
GPT-6 AstraPower

$10.00 / $50.00 / 1M

98
$10.00 / $50.00
2
Claude Fable 5.1Power

$10.00 / $50.00 / 1M

97
$10.00 / $50.00
3
Claude Fable 5Power

$10.00 / $50.00 / 1M

96
$10.00 / $50.00
4
GPT-5.6 SolPower

$4.00 / $20.00 / 1M

96
$4.00 / $20.00
5
Claude Opus 5.5Power

$4.00 / $20.00 / 1M

96
$4.00 / $20.00
6
Claude Opus 5Power

$5.00 / $25.00 / 1M

95
$5.00 / $25.00
7
Gemini 3.1 ProSmart

$2.00 / $12.00 / 1M

95
$2.00 / $12.00
8
GPT-4oSmart

$2.50 / $10.00 / 1M

95
$2.50 / $10.00
9
GPT-6.1 SolSmart

$2.00 / $10.00 / 1M

95
$2.00 / $10.00
10
Claude Opus 4.8Power

$5.00 / $25.00 / 1M

94
$5.00 / $25.00
Show all 27
11
Claude Opus 4.6Power

$5.00 / $25.00 / 1M

94
$5.00 / $25.00
12
GPT-6 SolSmart

$2.00 / $10.00 / 1M

94
$2.00 / $10.00
13
Gemini 3.8 FlashFast

$0.75 / $3.75 / 1M

94
$0.75 / $3.75
14
GPT-5.6 TerraSmart

$2.00 / $12.00 / 1M

93
$2.00 / $12.00
15
GPT-5.2Smart

$1.75 / $14.00 / 1M

92
$1.75 / $14.00
16
Claude Sonnet 5.5Smart

$2.00 / $10.00 / 1M

92
$2.00 / $10.00
17
Claude Sonnet 5Smart

$2.00 / $10.00 / 1M

90
$2.00 / $10.00
18
GPT-4.1Smart

$2.00 / $8.00 / 1M

90
$2.00 / $8.00
19
Claude Haiku 5.5Fast

$0.10 / $0.50 / 1M

89
$0.10 / $0.50
20
Grok 4.7Smart

$2.00 / $6.00 / 1M

88
$2.00 / $6.00
21
Claude Sonnet 4.6Smart

$3.00 / $15.00 / 1M

88
$3.00 / $15.00
22
Gemini 3.1 Flash-LiteFast

$0.25 / $1.50 / 1M

87
$0.25 / $1.50
23
Grok 4.5Smart

$2.00 / $6.00 / 1M

86
$2.00 / $6.00
24
GPT-6 LunaFast

$0.10 / $0.50 / 1M

86
$0.10 / $0.50
25
GPT-5.6 LunaFast

$0.20 / $1.20 / 1M

85
$0.20 / $1.20
26
Claude Haiku 4.5Fast

$1.00 / $5.00 / 1M

80
$1.00 / $5.00
27
GPT-4o MiniFast

$0.15 / $0.60 / 1M

80
$0.15 / $0.60