Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.
Arena text preference / chinesehuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,402.91 rating
Confidence interval: 1,382.79 – 1,423.04
822 votes
Category
chinese
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,382.61 rating
Confidence interval: 1,371.70 – 1,393.52
2793 votes
Category
coding
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,295.85 rating
Confidence interval: 1,282.18 – 1,309.51
1872 votes
Category
creative_writing
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,373.00 rating
Confidence interval: 1,364.51 – 1,381.49
4649 votes
Category
english
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,306.71 rating
Confidence interval: 1,298.34 – 1,315.08
8321 votes
Category
exclude_ties
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / experthuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,357.45 rating
Confidence interval: 1,338.44 – 1,376.45
888 votes
Category
expert
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / frenchhuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,332.31 rating
Confidence interval: 1,295.44 – 1,369.19
261 votes
Category
french
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / germanhuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,336.31 rating
Confidence interval: 1,297.03 – 1,375.59
228 votes
Category
german
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,356.14 rating
Confidence interval: 1,348.85 – 1,363.42
6740 votes
Category
hard_prompts
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating
GLM-4.7-Flash
1,369.69 rating
Confidence interval: 1,358.29 – 1,381.10
2557 votes
Category
hard_prompts_english
Evaluated configuration
GLM-4.7-Flash
Evaluation type
human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-28 · rating
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,303.79 rating
Confidence interval: 1,291.07 – 1,316.51
2138 votes
Category
industry_entertainment_and_sports_and_media
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,357.30 rating
Confidence interval: 1,337.96 – 1,376.63
869 votes
Category
industry_legal_and_government
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,357.87 rating
Confidence interval: 1,344.52 – 1,371.22
1878 votes
Category
industry_life_and_physical_and_social_science
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,369.39 rating
Confidence interval: 1,344.77 – 1,394.02
515 votes
Category
industry_mathematical
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_medicine_and_healthcarehuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,343.21 rating
Confidence interval: 1,322.88 – 1,363.53
840 votes
Category
industry_medicine_and_healthcare
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,388.92 rating
Confidence interval: 1,380.07 – 1,397.77
4289 votes
Category
industry_software_and_it_services
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,319.55 rating
Confidence interval: 1,308.13 – 1,330.96
2663 votes
Category
industry_writing_and_literature_and_language
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,326.43 rating
Confidence interval: 1,316.33 – 1,336.53
3309 votes
Category
instruction_following
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / koreanhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,282.78 rating
Confidence interval: 1,242.35 – 1,323.21
239 votes
Category
korean
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / longer_queryhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,344.52 rating
Confidence interval: 1,334.44 – 1,354.59
3380 votes
Category
longer_query
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,355.31 rating
Confidence interval: 1,334.74 – 1,375.88
756 votes
Category
math
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,341.76 rating
Confidence interval: 1,328.98 – 1,354.53
2139 votes
Category
multi_turn
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,330.20 rating
Confidence interval: 1,323.13 – 1,337.27
7369 votes
Category
non_english
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,350.56 rating
Confidence interval: 1,344.89 – 1,356.24
12021 votes
Category
overall
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / polishhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,290.83 rating
Confidence interval: 1,257.94 – 1,323.73
318 votes
Category
polish
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / russianhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,332.33 rating
Confidence interval: 1,318.40 – 1,346.25
1716 votes
Category
russian
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Arena text preference / spanishhuman preference · 2026-10-15 · rating
GLM-4.7-Flash
1,350.15 rating
Confidence interval: 1,321.80 – 1,378.50
439 votes
Category
spanish
Evaluated configuration
glm-4.7-flash
Evaluation type
human preference
Run it locally
Inference · memory estimate
GLM-4.7-Flash
58.2 GiB checkpoint tensor payload · 31.22 B stored tensor elements · BF16/F32
Stored tensors can include buffers and repeated shared weights. A verified unique parameter count is unavailable. Checkpoint size is not the memory required to run the model.
Capabilities
Context window
202,752 tokens
Maximum input
Reported value 1: 203,000 tokens*
Reported value 2: 200,000 tokens*
Maximum output
128,000 tokens*
Reasoning
Yes*
Tool calling
Yes*
Structured output
Yes*
Open weights
Yes
API mode
Chat*
Image input
No*
Audio input
No*
Prompt caching
Yes*
System messages
Yes*
Tool choice
Yes*
Model license
mit
Checkpoint tensor payload
58.15 GiB
Input modalities
text
Output modalities
text
Processing & platform
Architecture
glm4_moe_lite
System configuration
Detailed specifications
Specifications · 33 fields
cache creation input token cost
0*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
cache read input token cost
0*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
deprecation date
2027-03-30*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
0*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token
7.0e-8*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token batches
3.5e-8*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token flex
3.5e-8*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
input cost per token priority
1.225e-7*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
bedrock_converse*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
litellm provider
zai*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
203,000*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max input tokens
200,000*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
128,000*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max output tokens
128,000*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
max tokens
128,000*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
mode
chat*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
0*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token
4.0e-7*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token batches
2.0e-7*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token flex
2.0e-7*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
output cost per token priority
7.0e-7*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports audio input
No*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
Yes*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports function calling
Yes*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports prompt caching
Yes*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Yes*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports reasoning
Yes*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports response schema
Yes*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports system messages
Yes*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
Yes*Scope and conditions
native_context
provider
zai*
mode
chat*
full_native_model_id
zai/glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports tool choice
Yes*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*
supports vision
No*Scope and conditions
native_context
provider
bedrock_converse*
mode
chat*
full_native_model_id
zai.glm-4.7-flash*
pricing_scope
Literal source field names and values retained; provider, region, cache/batch/threshold conditions and per-unit meaning must be checked. max_tokens is not automatically a context limit.*