readable AI benchmarks (simplified)

readable AI benchmarks

Google

Gemini 3.7 Flash (Medium)

reasoning · closed weights · release date not listed

Gemini 3.7 Flash (Medium) has a Quality Score of 61.4, ranking 58th among 571 scored models. Per 1M tokens, pricing is $0.750 input, $3.75 output, $0.075 cached input, and $0.750 cache write. It has a 1M token context window. Its Reliability Score is 61.9, ranking 51st among 573 scored models, above average (total average: 36.5). Its Value Score is 45.9, high compared with the total Value average of 31.4.

Quality Score61.4coverage 100.0%: AA Intelligence and AA-Omniscience outcomes available
Value Score45.9
Factual reliability61.9
Cache Discount90%

Model specification

Reasoning
reasoning
Input modalities
none
Output modalities
none
Context window
1M tokens
Weights
closed weights

Token prices USD per 1M tokens

Input
$0.750
Output
$3.75
Cached Input
$0.075
Cache write
$0.750
Cost per task
not available

Capability

Intelligence
39.6
Coding
not available
Agentic
not available
Omniscience
23.7
Correct
54.0%
Blended price
$0.578

Answer outcomes

Fully graded outcomes (Correct + Incorrect): 84.3%

Correct 54.0%Incorrect 30.3%Partial / not attempted 15.7%

Artificial Analysis benchmarks

GDPval-AA v2
43%
τ³-Banking
35%
SciCode
60%
Humanity’s Last Exam
39%
GPQA Diamond
92%
CritPt
9%
AA-Omniscience
62%
AA-LCR
83%

DeepSWE operational cross-check

Pass@1
65.5%
Avg steps/scored attempt
117.37
Mean cost/scored attempt (USD)
$2.03
Mean output tokens/scored attempt
93,990.852
Mean duration/scored attempt (s)
1240 s

Mean cost/scored attempt is the official feed's mean_cost_usd: mean benchmark cost in USD per scored attempt under the source's cost basis. It is not Artificial Analysis cost per task and not token price (USD per 1M tokens). Mean output tokens/scored attempt is mean_output_tokens, also averaged over every scored attempt including scored failures. Mean duration/scored attempt is mean_duration_seconds; it is informational only, and wall-clock varies with provider and host load. These three fields do not affect Quality Score, Value Score, or Reliability. Epoch General ECI's benchmark basket includes DeepSWE v1.1, so Epoch General ECI and this DeepSWE cross-check are not independent evidence.

official DeepSWE v1.1 source

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