Google: Gemini 3.1 Flash Lite vs Z.ai: GLM 5V Turbo
Summary
Gemini 3.1 Flash Lite vs GLM 5V Turbo benchmark comparison: GLM 5V Turbo leads on average score with 7.3 vs 6.4. Gemini 3.1 Flash Lite has the lower benchmark cost at $0.028 vs $0.457. Gemini 3.1 Flash Lite is faster at 1.89s vs 23.08s, with pass rates of 61.9% vs 68.3%.
Recommended model: Gemini 3.1 Flash Lite - It offers the best overall trade-off: a competitive score (6.4), lower cost than GLM 5V Turbo, and balanced response time.
GLM 5V TurboGLM 5V TurbomediumArchived model: this model is no longer updated or tested on new tests.Release: 2026-04-01
Score
6.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
Rank
#85
#56
Reliability
10.0First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.…
10.0First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.…
Consistency
9.3Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
7.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
Tests Correct
A test is fully passed only if every run passed for that test.Wrong answer: 9Response Time (avg)1.89sResponse Time (max)5.66sResponse Time (total)39.62sA test is fully passed only if every run passed for that test.…
A test is fully passed only if every run passed for that test.Wrong answer: 7Invalid tool call: 2Did not follow instructions: 1Response Time (avg)23.08sResponse Time (max)95.88sResponse Time (total)484.63sA test is fully passed only if every run passed for that test.…
Attempt pass rate
61.9%Attempt pass rate = passed attempts / total attempts across runs.…
68.3%Attempt pass rate = passed attempts / total attempts across runs.…
Flaky tests
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
6Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
Total Runs
63Total Runs…
63Total Runs…
Cost per result
0.227Shows the average cost per correct benchmark answer in cents (lower is better).…
4.151Shows the average cost per correct benchmark answer in cents (lower is better).…
Total Cost
$0.028Total Cost (Current Price)…
$0.457Total Cost (Current Price)…
Input Price
$0.250 / 1MInput Price…
$1.200 / 1MInput Price…
Output Price
$1.500 / 1MOutput Price…
$4.000 / 1MOutput Price…
Total Input Tokens
36,892Total Input Tokens…
44,615Total Input Tokens…
Output Tokens
2,732Output Tokens…
2,347Output Tokens…
Reasoning Tokens
9,260Reasoning Tokens…
98,415Reasoning Tokens…
Response Time (avg)
1.89sResponse Time (avg)…
23.08sResponse Time (avg)…
Response Time (max)
5.66sResponse Time (max)…
95.88sResponse Time (max)…
Response Time (total)
39.62sResponse Time (total)…
484.63sResponse Time (total)…
Generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
7.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
6.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
75.0%Attempt pass rate = passed attempts / total attempts across runs.…
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.84sResponse Time (max)3.08sResponse Time (total)7.37sA test is fully passed only if every run passed for that test.…
1.84sResponse Time (avg)…
500Total Input Tokens…
1,013Output Tokens…
1,548Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
7.2Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
6.1Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
75.0%Attempt pass rate = passed attempts / total attempts across runs.…
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Wrong answer: 1Response Time (avg)10.76sResponse Time (max)14.40sResponse Time (total)43.02sA test is fully passed only if every run passed for that test.…
5.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
33.3%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.53sResponse Time (max)1.97sResponse Time (total)4.58sA test is fully passed only if every run passed for that test.…
1.53sResponse Time (avg)…
8,132Total Input Tokens…
471Output Tokens…
1,072Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
6.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
55.6%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)63.38sResponse Time (max)95.88sResponse Time (total)190.15sA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.48sResponse Time (max)4.48sResponse Time (total)4.48sA test is fully passed only if every run passed for that test.…
4.48sResponse Time (avg)…
12,870Total Input Tokens…
348Output Tokens…
975Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
6.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
3.8Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
66.7%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)15.06sResponse Time (max)15.06sResponse Time (total)15.06sA test is fully passed only if every run passed for that test.…
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.44sResponse Time (max)1.51sResponse Time (total)2.89sA test is fully passed only if every run passed for that test.…
1.44sResponse Time (avg)…
7,453Total Input Tokens…
291Output Tokens…
697Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)9.60sResponse Time (max)9.92sResponse Time (total)19.19sA test is fully passed only if every run passed for that test.…
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
33.3%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.52sResponse Time (max)1.63sResponse Time (total)4.57sA test is fully passed only if every run passed for that test.…
1.52sResponse Time (avg)…
639Total Input Tokens…
15Output Tokens…
1,214Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
44.4%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)38.15sResponse Time (max)67.08sResponse Time (total)114.45sA test is fully passed only if every run passed for that test.…
4.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.37sResponse Time (max)1.37sResponse Time (total)1.37sA test is fully passed only if every run passed for that test.…
1.37sResponse Time (avg)…
492Total Input Tokens…
69Output Tokens…
438Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.09sResponse Time (max)11.09sResponse Time (total)11.09sA test is fully passed only if every run passed for that test.…
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.52sResponse Time (max)1.68sResponse Time (total)3.04sA test is fully passed only if every run passed for that test.…
1.52sResponse Time (avg)…
619Total Input Tokens…
72Output Tokens…
760Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
9.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.74sResponse Time (max)5.23sResponse Time (total)7.47sA test is fully passed only if every run passed for that test.…
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.40sResponse Time (max)1.41sResponse Time (total)4.20sA test is fully passed only if every run passed for that test.…
1.40sResponse Time (avg)…
570Total Input Tokens…
210Output Tokens…
1,191Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
7.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
66.7%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.24sResponse Time (max)16.95sResponse Time (total)30.72sA test is fully passed only if every run passed for that test.…
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.66sResponse Time (max)5.66sResponse Time (total)5.66sA test is fully passed only if every run passed for that test.…
5.66sResponse Time (avg)…
5,457Total Input Tokens…
234Output Tokens…
945Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
7.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
3.7Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
66.7%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)12.53sResponse Time (max)12.53sResponse Time (total)12.53sA test is fully passed only if every run passed for that test.…
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.46sResponse Time (max)1.46sResponse Time (total)1.46sA test is fully passed only if every run passed for that test.…
1.46sResponse Time (avg)…
160Total Input Tokens…
9Output Tokens…
420Reasoning Tokens…
GLM 5V TurboArchived model: this model is no longer updated or tested on new tests.
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)40.96sResponse Time (max)40.96sResponse Time (total)40.96sA test is fully passed only if every run passed for that test.…