From 3d976e0b288497914e6457bca906d28d73a7d630 Mon Sep 17 00:00:00 2001 From: abhay1999 Date: Tue, 1 Sep 2026 07:19:03 +0530 Subject: [PATCH 1/2] Add top-level README and publish H100 benchmark reports Adds a real top-level README explaining what this repo is, its layout, and a quick-start command, replacing the placeholder stub. Also brings over the published benchmark reports from agentgateway/agentgateway#2526 - the real 16x H100 GPU campaign comparing agentgateway standalone and agentgateway-on-Kubernetes against a plain Kubernetes Service, with campaign manifest, provenance, metrics, and charts for both comparisons. Signed-off-by: abhay1999 --- README.md | 45 +++++- inference/reports/README.md | 16 +-- .../README.md | 8 ++ .../campaign-manifest.yaml | 135 ++++++++++++++++++ .../campaign-provenance.yaml | 21 +++ .../service-vs-agentgateway-gateway/README.md | 81 +++++++++++ .../latency_vs_qps.png | Bin 0 -> 84951 bytes .../metrics.csv | 33 +++++ .../throughput_vs_qps.png | Bin 0 -> 84775 bytes .../ttft_p90_vs_qps.png | Bin 0 -> 33180 bytes .../README.md | 81 +++++++++++ .../latency_vs_qps.png | Bin 0 -> 85256 bytes .../metrics.csv | 33 +++++ .../throughput_vs_qps.png | Bin 0 -> 85960 bytes .../ttft_p90_vs_qps.png | Bin 0 -> 33044 bytes 15 files changed, 437 insertions(+), 16 deletions(-) create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/README.md create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-manifest.yaml create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-provenance.yaml create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/latency_vs_qps.png create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/metrics.csv create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/throughput_vs_qps.png create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/ttft_p90_vs_qps.png create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/README.md create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/latency_vs_qps.png create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/metrics.csv create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/throughput_vs_qps.png create mode 100644 inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/ttft_p90_vs_qps.png diff --git a/README.md b/README.md index b9768bb..dc5fe54 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,43 @@ # Benchmarks -Community benchmarks for agentgateway. +Community benchmarks for [agentgateway](https://github.com/agentgateway/agentgateway). -- [`inference/`](inference/README.md) — inference benchmark execution, results, and publishable reports (plain Kubernetes Service vs. agentgateway standalone vs. agentgateway on Kubernetes, run across GKE campaigns) +This repo holds the tooling and published results for measuring how agentgateway +performs as an inference gateway - both as EPP's standalone sidecar and as a +Gateway API data plane - compared to routing traffic through a plain Kubernetes +Service with no gateway at all. -PR #1 intentionally migrates the inference benchmark tooling only. Published -benchmark reports and their supporting evidence will follow separately after -the tooling migration is complete. +## Layout -Automated repository checks cover syntax and unit tests only; they do not -provision infrastructure or execute benchmark campaigns. +- [`inference/`](inference/README.md) - the benchmark runner itself: campaign-based + execution comparing `service`, `agentgateway-standalone`, and + `agentgateway-gateway` treatments, with automated GKE provisioning/teardown and + Markdown/PNG/CSV report generation. +- [`inference/reports/`](inference/reports/README.md) - curated, published benchmark + results with their campaign manifests and provenance, safe to link to directly. + +## Quick start + +Run the `service` treatment locally on Kind: + +```bash +make kind-create +BENCHMARK_TREATMENT=service BENCHMARK_CAMPAIGN_ID=local-sim make benchmark +``` + +See [`inference/README.md`](inference/README.md) for the full set of treatments, +GKE campaign instructions, and configuration reference. + +## Current results + +The most recent published campaign +([`optimized-baseline-v0230-gateway-refresh-20260817`](inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/README.md)) +ran Qwen/Qwen3-32B on 16x H100 GPUs across 8 vLLM model servers. At the top of the +request-rate ladder, agentgateway more than doubles peak throughput and cuts TTFT +p90 by over 99% versus a plain Kubernetes Service doing round-robin, because +round-robin has no way to know which backend pod is already overloaded and +agentgateway's EPP-based routing does. + +Automated repository checks (`inference/suites/*/tests`, `inference/reporting/tests`) +cover syntax and unit tests only - they don't provision infrastructure or execute +benchmark campaigns. diff --git a/inference/reports/README.md b/inference/reports/README.md index c716049..32dfefc 100644 --- a/inference/reports/README.md +++ b/inference/reports/README.md @@ -1,14 +1,12 @@ -# Published inference reports +# Published inference benchmark reports -PR #1 intentionally migrates the inference benchmark tooling only. Published -reports and their supporting evidence will be added separately after the -tooling migration is complete. - -Curated reports belong under a suite and profile-specific path, for example: +Curated benchmark reports may be committed below this directory using: ```text -inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/ +/// ``` -Generated local reports remain under the ignored campaign directory in -`inference/results/` until they are reviewed and selected for publication. +Raw and per-request evidence stays in the ignored `../results` tree or durable +external storage. Every published report must retain its campaign manifest, +normalized metrics, and provenance. Link native evidence only when it has a +durable archive URL; do not commit links into the ignored local results tree. diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/README.md b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/README.md new file mode 100644 index 0000000..e05a439 --- /dev/null +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/README.md @@ -0,0 +1,8 @@ +# Inference Benchmark Campaign + +Campaign: `optimized-baseline-v0230-gateway-refresh-20260817` + +## Comparisons + +- [service vs agentgateway-standalone](service-vs-agentgateway-standalone/README.md) +- [service vs agentgateway-gateway](service-vs-agentgateway-gateway/README.md) diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-manifest.yaml b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-manifest.yaml new file mode 100644 index 0000000..92b9879 --- /dev/null +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-manifest.yaml @@ -0,0 +1,135 @@ +schema_version: 1 +campaign_id: optimized-baseline-v0230-gateway-refresh-20260817 +suite: llm-d-benchmark +identity: + scenario: optimized-baseline + cluster_provider: gke + accelerator_type: gpu + accelerator_model: h100 + backend_type: vllm + model: Qwen/Qwen3-32B + replicas: 8 + tensor_parallelism: 2 + routing_policy: optimized-baseline + workload_variant: upstream + harness: inference-perf + workload: upstream-optimized-baseline.yaml + workload_sha256: b2ad162508976d18ed7ef21a8a0f8ed0431c92039e9c9b0ee43a2452882e63f7 + scenario_source_sha256: 4ae7851be32a23cfd2272fe30d40032541261921e0cb18226537fa1cffb8246e + shared_config_sha256: d6a29f6eaa1360c24ad91c9f94bb914d33d28ec0ee6b146b11ba77f88ebcd2b4 + llm_d_benchmark_ref: main + reference_profile: optimized-baseline-qwen3-32b-h100-v0.9 + endpoint_path: internal + storage: + model: + profile: high-throughput-shared + strategy: filestore + class: premium-rwx + size: 2560Gi + workload: + profile: shared + class: standard-rwx + size: 100Gi + runtime_metrics: + enabled: true + interval_seconds: 5 + gke_monitoring: auto + result_collection: + fast_collect: true + gpu_release: + policy: after-load + node_pool: gpu-h100 +treatments: + service: + repetitions: + '1': + config_sha256: df9d8e0b527a6f1b88fdeedf6c0d34a5ba7c925ee69834493b3fefa223e46158 + gateway: + implementation: none + mode: none + image: not-applicable + agentgateway_version: not-applicable + storage: + model: + profile: high-throughput-shared + strategy: filestore + class: premium-rwx + size: 2560Gi + workload: + profile: shared + class: standard-rwx + size: 100Gi + router_chart_version: v0.9.0 + router_chart_digest: not-applicable + standalone_invariant_sha256: not-applicable + runtime_metrics: + enabled: true + interval_seconds: 5 + gke_monitoring: auto + result_collection: + fast_collect: true + gpu_release: + policy: after-load + node_pool: gpu-h100 + agentgateway-standalone: + repetitions: + '1': + config_sha256: a3b689e6b16f29c395bc32784ca4cd24a1f3ea25e061921fc1905ee29250864c + gateway: + implementation: agentgateway + mode: standalone + image: cr.agentgateway.dev/agentgateway:v1.4.1 + agentgateway_version: v1.4.1 + storage: + model: + profile: high-throughput-shared + strategy: filestore + class: premium-rwx + size: 2560Gi + workload: + profile: shared + class: standard-rwx + size: 100Gi + router_chart_version: v0.9.0 + router_chart_digest: sha256:8150c84045d59e6e91991daf810322140e116d5e02d244d96cbfc2b3000825cd + standalone_invariant_sha256: d27aa3658a2688014b3e7d88d84a9e22264b1b9eda9d1b60838bfa740d5886ee + runtime_metrics: + enabled: true + interval_seconds: 5 + gke_monitoring: auto + result_collection: + fast_collect: true + gpu_release: + policy: after-load + node_pool: gpu-h100 + agentgateway-gateway: + repetitions: + '1': + config_sha256: 63ee4f0ab209f078f7c81e60cf94ab6a1bb7bcf47a3632c48e6d9b817c4f0c6c + gateway: + implementation: agentgateway + mode: gateway + image: cr.agentgateway.dev/agentgateway:v1.4.1 + agentgateway_version: v1.4.1 + storage: + model: + profile: high-throughput-shared + strategy: filestore + class: premium-rwx + size: 2560Gi + workload: + profile: shared + class: standard-rwx + size: 100Gi + router_chart_version: v0.9.0 + router_chart_digest: not-applicable + standalone_invariant_sha256: not-applicable + runtime_metrics: + enabled: true + interval_seconds: 5 + gke_monitoring: auto + result_collection: + fast_collect: true + gpu_release: + policy: after-load + node_pool: gpu-h100 diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-provenance.yaml b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-provenance.yaml new file mode 100644 index 0000000..41e4576 --- /dev/null +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/campaign-provenance.yaml @@ -0,0 +1,21 @@ +schema_version: 1 +campaign_id: optimized-baseline-v0230-gateway-refresh-20260817 +execution_model: independent-treatment-runs +treatments: + service: + status: complete + harness_start: "2026-08-17T16:46:26+00:00" + harness_stop: "2026-08-17T18:10:01+00:00" + agentgateway-standalone: + status: complete + harness_start: "2026-08-17T21:10:17+00:00" + harness_stop: "2026-08-17T22:09:12+00:00" + agentgateway-gateway: + status: complete + harness_start: "2026-08-18T14:45:27+00:00" + harness_stop: "2026-08-18T15:45:43+00:00" +shared_identity: + workload_sha256: b2ad162508976d18ed7ef21a8a0f8ed0431c92039e9c9b0ee43a2452882e63f7 + scenario_source_sha256: 4ae7851be32a23cfd2272fe30d40032541261921e0cb18226537fa1cffb8246e + shared_config_sha256: d6a29f6eaa1360c24ad91c9f94bb914d33d28ec0ee6b146b11ba77f88ebcd2b4 + inference_perf_revision: e28d9a0bf5cefa743910b73057b3b686f0a94b98 diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md new file mode 100644 index 0000000..f39c2d2 --- /dev/null +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md @@ -0,0 +1,81 @@ +# Benchmark Report + +The benchmark runs model Qwen/Qwen3-32B on 16 × H100 GPUs, distributed across 8 vLLM model servers (2 GPUs per server with TP=2). Workload is `upstream-optimized-baseline.yaml` driven across the configured request-rate ladder. + +> [!NOTE] +> These results use the `optimized-baseline` routing policy. Latency is reported as median (p50) in the summary; NTPOT is end-to-end latency divided by output tokens. Missing latency histograms are shown as `n/a` and dropped from latency lines. Both treatments use the same model-server topology and workload. + +## Comparing agentgateway on Kubernetes to a Simple Kubernetes Service (vLLM) + +**agentgateway mode:** In Kubernetes Gateway API mode, agentgateway is the Gateway data plane; an HTTPRoute targets an InferencePool, whose EPP selects the model-server endpoint. [Learn more about Kubernetes inference routing](https://agentgateway.dev/docs/kubernetes/latest/llm/inference/inference-routing/). + +Graphs below compare agentgateway on Kubernetes routing to a stock Kubernetes Service that round-robins requests across the same 8 vLLM pods (no EPP, no scoring). Tables abbreviate this baseline as `k8s service (RR)`, where RR means round-robin. + +Throughput vs QPS +Latency vs QPS +TTFT p90 vs QPS +Summary (throughput is peak sustained; latencies at the top of the ladder, rate 60): + +| Metric | k8s service (RR) | agentgateway on Kubernetes | Δ% vs k8s | +| :--- | :--- | :--- | :--- | +| Peak output tokens/s | 6,910 | 14,241 | +106.1% | +| Requests/sec (@ rate 60) | 6.70 | 13.96 | +108.3% | +| TTFT p50 (s) | 62.9 | 0.2 | −99.7% | +| TTFT p90 (s) | 135.6 | 0.2 | −99.8% | +| ITL p50 (ms) | 30.3 | 49.6 | +63.7% | + +
+Click to view the per-rate breakdown across the full ladder + +Output tokens/sec — higher is better; TTFT in seconds — lower is better. `n/a` means the stage had no successful-request latency histogram. + +| Rate | k8s service (RR) Output | agentgateway on Kubernetes Output | k8s service (RR) TTFT p50 | agentgateway on Kubernetes TTFT p50 | k8s service (RR) TTFT p90 | agentgateway on Kubernetes TTFT p90 | +| ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 3 | 1,570 | 1,520 | 0.5 | 0.1 | 0.5 | 0.2 | +| 10 | 5,113 | 4,739 | 0.5 | 0.1 | 1.0 | 0.2 | +| 15 | 4,634 | 6,547 | 0.6 | 0.1 | 1.8 | 0.2 | +| 20 | 6,182 | 10,853 | 2.5 | 0.1 | 36.0 | 0.3 | +| 22 | 6,255 | 11,530 | 3.9 | 0.1 | 36.8 | 0.2 | +| 25 | 6,044 | 11,959 | 6.7 | 0.1 | 41.2 | 0.2 | +| 30 | 6,296 | 12,532 | 7.0 | 0.1 | 42.6 | 0.2 | +| 35 | 6,145 | 12,279 | 7.6 | 0.1 | 45.2 | 0.2 | +| 40 | 6,910 | 14,241 | 78.0 | 0.2 | 124.5 | 0.2 | +| 43 | 6,858 | 14,216 | 80.2 | 0.2 | 129.2 | 0.2 | +| 46 | 6,800 | 14,163 | 65.3 | 0.2 | 132.0 | 0.2 | +| 49 | 6,780 | 14,205 | 55.1 | 0.2 | 131.3 | 0.2 | +| 52 | 6,893 | 14,116 | 72.0 | 0.2 | 133.6 | 0.2 | +| 55 | 6,865 | 14,024 | 56.4 | 0.2 | 133.6 | 0.2 | +| 57 | 6,840 | 13,988 | 55.2 | 0.2 | 134.3 | 0.2 | +| 60 | 6,879 | 13,999 | 62.9 | 0.2 | 135.6 | 0.2 | +
+ +Latency must be interpreted together with failures. A treatment can show deceptively low latency under overload when slower requests time out and are excluded from successful-request latency distributions. Failure counts and rates are retained in `metrics.csv`. + +## Interpreting ITL + +At rate 60, k8s service (RR) has a lower p50 ITL (30.3 ms) than agentgateway on Kubernetes (49.6 ms). ITL measures token cadence only after the first response token; time waiting to enter prefill or decode appears in TTFT instead. Lower ITL therefore does not by itself mean better overall inference latency. + +Here, k8s service (RR) peaks at 6,910 output tokens/s and has 62.9 s TTFT p50, while agentgateway on Kubernetes reaches 14,241 output tokens/s with 0.2 s TTFT p50. This is consistent with the Service queueing longer while the routed treatment keeps more work decoding; vLLM continuous batching can trade higher per-stream ITL for greater throughput and lower TTFT. At 3 QPS, ITL is 16.1 ms versus 15.6 ms, indicating that the larger high-load gap is not a fixed proxy penalty. + +## Configuration + +- Campaign: `optimized-baseline-v0230-gateway-refresh-20260817` +- Suite: `llm-d-benchmark` +- Scenario: `optimized-baseline` +- Model: `Qwen/Qwen3-32B` +- Backend: `vllm` +- Backend image/version: `docker.io/vllm/vllm-openai:v0.23.0` +- Accelerator: `h100` +- Model servers: 8 with TP=2 +- Workload: `upstream-optimized-baseline.yaml` (`upstream`) +- Repetitions per treatment: 1 +- Candidate components: agentgateway cr.agentgateway.dev/agentgateway:v1.4.1 + +Warm-up stages whose requested rate is repeated in the measured ladder are excluded. With multiple repetitions, each table and graph point is the median at that requested QPS. + +## Evidence + +- [k8s service (RR) native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/service) +- [agentgateway on Kubernetes native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/agentgateway-gateway) +- [Campaign manifest](../campaign-manifest.yaml) +- [Normalized metrics](metrics.csv) diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/latency_vs_qps.png b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/latency_vs_qps.png new file mode 100644 index 0000000000000000000000000000000000000000..6c00df67fc426d64b4977ddf04075851c647aa28 GIT binary patch literal 84951 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zEYZ@3wFvA;Z)D6=9aK5`BZWDfFD}p_5nOM*SH|sMs{J_M(m%lU^%-CS1y0sw;I@7X z!fIp4=(iqx2uRkTTFZ-``y@>0l1kKUo2S*_6X+n9OX8m7DZd3el3ahq=mD7IV*a{$ zEGsFJ4y6Yk-)2;z*RScFcHlDB?7 [!NOTE] +> These results use the `optimized-baseline` routing policy. Latency is reported as median (p50) in the summary; NTPOT is end-to-end latency divided by output tokens. Missing latency histograms are shown as `n/a` and dropped from latency lines. Both treatments use the same model-server topology and workload. + +## Comparing agentgateway standalone to a Simple Kubernetes Service (vLLM) + +**agentgateway mode:** In standalone request scheduler mode, agentgateway runs as a sidecar proxy with the EPP and communicates with it over localhost, without a full Gateway API stack. [Learn more about standalone inference routing](https://agentgateway.dev/docs/standalone/latest/inference/#standalone-request-scheduler-mode). + +Graphs below compare agentgateway standalone routing to a stock Kubernetes Service that round-robins requests across the same 8 vLLM pods (no EPP, no scoring). Tables abbreviate this baseline as `k8s service (RR)`, where RR means round-robin. + +Throughput vs QPS +Latency vs QPS +TTFT p90 vs QPS +Summary (throughput is peak sustained; latencies at the top of the ladder, rate 60): + +| Metric | k8s service (RR) | agentgateway standalone | Δ% vs k8s | +| :--- | :--- | :--- | :--- | +| Peak output tokens/s | 6,910 | 16,178 | +134.1% | +| Requests/sec (@ rate 60) | 6.70 | 16.52 | +146.5% | +| TTFT p50 (s) | 62.9 | 0.1 | −99.8% | +| TTFT p90 (s) | 135.6 | 0.2 | −99.8% | +| ITL p50 (ms) | 30.3 | 52.7 | +73.7% | + +
    +Click to view the per-rate breakdown across the full ladder + +Output tokens/sec — higher is better; TTFT in seconds — lower is better. `n/a` means the stage had no successful-request latency histogram. + +| Rate | k8s service (RR) Output | agentgateway standalone Output | k8s service (RR) TTFT p50 | agentgateway standalone TTFT p50 | k8s service (RR) TTFT p90 | agentgateway standalone TTFT p90 | +| ---: | ---: | ---: | ---: | ---: | ---: | ---: | +| 3 | 1,570 | 1,694 | 0.5 | 0.1 | 0.5 | 0.1 | +| 10 | 5,113 | 4,723 | 0.5 | 0.1 | 1.0 | 0.2 | +| 15 | 4,634 | 6,480 | 0.6 | 0.1 | 1.8 | 0.2 | +| 20 | 6,182 | 10,974 | 2.5 | 0.2 | 36.0 | 0.3 | +| 22 | 6,255 | 11,831 | 3.9 | 0.1 | 36.8 | 0.1 | +| 25 | 6,044 | 12,227 | 6.7 | 0.1 | 41.2 | 0.1 | +| 30 | 6,296 | 12,923 | 7.0 | 0.1 | 42.6 | 0.1 | +| 35 | 6,145 | 13,032 | 7.6 | 0.1 | 45.2 | 0.1 | +| 40 | 6,910 | 15,964 | 78.0 | 0.1 | 124.5 | 0.2 | +| 43 | 6,858 | 15,781 | 80.2 | 0.1 | 129.2 | 0.2 | +| 46 | 6,800 | 15,566 | 65.3 | 0.2 | 132.0 | 0.2 | +| 49 | 6,780 | 15,834 | 55.1 | 0.1 | 131.3 | 0.2 | +| 52 | 6,893 | 16,031 | 72.0 | 0.1 | 133.6 | 0.2 | +| 55 | 6,865 | 15,766 | 56.4 | 0.1 | 133.6 | 0.2 | +| 57 | 6,840 | 15,829 | 55.2 | 0.1 | 134.3 | 0.2 | +| 60 | 6,879 | 16,178 | 62.9 | 0.1 | 135.6 | 0.2 | +
    + +Latency must be interpreted together with failures. A treatment can show deceptively low latency under overload when slower requests time out and are excluded from successful-request latency distributions. Failure counts and rates are retained in `metrics.csv`. + +## Interpreting ITL + +At rate 60, k8s service (RR) has a lower p50 ITL (30.3 ms) than agentgateway standalone (52.7 ms). ITL measures token cadence only after the first response token; time waiting to enter prefill or decode appears in TTFT instead. Lower ITL therefore does not by itself mean better overall inference latency. + +Here, k8s service (RR) peaks at 6,910 output tokens/s and has 62.9 s TTFT p50, while agentgateway standalone reaches 16,178 output tokens/s with 0.1 s TTFT p50. This is consistent with the Service queueing longer while the routed treatment keeps more work decoding; vLLM continuous batching can trade higher per-stream ITL for greater throughput and lower TTFT. At 3 QPS, ITL is 16.1 ms versus 15.7 ms, indicating that the larger high-load gap is not a fixed proxy penalty. + +## Configuration + +- Campaign: `optimized-baseline-v0230-gateway-refresh-20260817` +- Suite: `llm-d-benchmark` +- Scenario: `optimized-baseline` +- Model: `Qwen/Qwen3-32B` +- Backend: `vllm` +- Backend image/version: `docker.io/vllm/vllm-openai:v0.23.0` +- Accelerator: `h100` +- Model servers: 8 with TP=2 +- Workload: `upstream-optimized-baseline.yaml` (`upstream`) +- Repetitions per treatment: 1 +- Candidate components: agentgateway cr.agentgateway.dev/agentgateway:v1.4.1 + +Warm-up stages whose requested rate is repeated in the measured ladder are excluded. With multiple repetitions, each table and graph point is the median at that requested QPS. + +## Evidence + +- [k8s service (RR) native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/service) +- [agentgateway standalone native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/agentgateway-standalone) +- [Campaign manifest](../campaign-manifest.yaml) +- [Normalized metrics](metrics.csv) diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/latency_vs_qps.png b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/latency_vs_qps.png new file mode 100644 index 0000000000000000000000000000000000000000..26ec349ec06d892dc7a04041504a27947795b797 GIT binary patch literal 85256 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ztd=>U923nFKysjWMuBMgZH!qWSm+8YK|yD=@`@U z35ZanAKUAPD@b=WI75%B_aRR6NO7fW{q{6fr5h+W7Qb2PU<8> zO2)NU&0u_dZC1TKH($Hnu&Jgif?Ymk_4r{cgRcsgQANHHyS9*`fQMSd&pTiPwm1Ie zu|8ew{(VdnI%T|7@$CcGPwEv~I#mS=^_Wkrn&wrP2i0^+Obl6*Ix9}s1s?4xtX_`k zQq$2$nvcwTAi~T!2Bm<=Fx4d~8J|e<+60zx<*x^z(m<=YCNl7}zmH+yPF9oaebB)d zgJt=%38%_oUadTj0{#aSb1bDwp{&+zeC#nxEJWWaztr3*d4*VgfnC^bGG$i30}-;d tbYQv8&qA_#z~)L0sYm~BsEb9{AN;-gdzCS6t=>5B2XzxDMLCO*{{qX~&-MTS literal 0 HcmV?d00001 From 4929622d445b937630387d7ba855c1a27c8ce321 Mon Sep 17 00:00:00 2001 From: abhay1999 Date: Tue, 1 Sep 2026 21:52:49 +0530 Subject: [PATCH 2/2] Address review: broken evidence links, system requirements note - Removed the "native results" links in both comparison READMEs. They pointed into the gitignored results/ tree, which was never committed, per review. - Added a note in the root README pointing out that agentgateway- standalone/-gateway currently need more resources than a laptop Kind cluster provides, linking #2. - Removed the now-stale "reports will be published separately" line from inference/README.md, since this PR publishes them. Signed-off-by: abhay1999 --- README.md | 5 +++++ inference/README.md | 4 ---- .../service-vs-agentgateway-gateway/README.md | 2 -- .../service-vs-agentgateway-standalone/README.md | 2 -- 4 files changed, 5 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index dc5fe54..8681d03 100644 --- a/README.md +++ b/README.md @@ -25,6 +25,11 @@ make kind-create BENCHMARK_TREATMENT=service BENCHMARK_CAMPAIGN_ID=local-sim make benchmark ``` +The `service` treatment runs fine on a laptop-sized Kind cluster. +`agentgateway-standalone` and `agentgateway-gateway` currently need more CPU/memory +than most laptops provide for the router pod - see +[#2](https://github.com/agentgateway/benchmarks/issues/2). + See [`inference/README.md`](inference/README.md) for the full set of treatments, GKE campaign instructions, and configuration reference. diff --git a/inference/README.md b/inference/README.md index f3f58c2..8724691 100644 --- a/inference/README.md +++ b/inference/README.md @@ -5,10 +5,6 @@ retains their native evidence in a shared campaign, and generates publishable Markdown, PNG, and CSV comparisons. Prism-compatible Benchmark Report v0.2 documents remain available in each treatment's evidence bundle. -PR #1 intentionally migrates tooling only. Curated reports from the original -agentgateway repository change are not part of this migration and will be -published separately with their supporting evidence. - ## Layout ```text diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md index f39c2d2..98ab87a 100644 --- a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-gateway/README.md @@ -75,7 +75,5 @@ Warm-up stages whose requested rate is repeated in the measured ladder are exclu ## Evidence -- [k8s service (RR) native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/service) -- [agentgateway on Kubernetes native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/agentgateway-gateway) - [Campaign manifest](../campaign-manifest.yaml) - [Normalized metrics](metrics.csv) diff --git a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/README.md b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/README.md index c565006..19a9816 100644 --- a/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/README.md +++ b/inference/reports/llm-d-benchmark/optimized-baseline-qwen3-32b-h100/optimized-baseline-v0230-gateway-refresh-20260817/service-vs-agentgateway-standalone/README.md @@ -75,7 +75,5 @@ Warm-up stages whose requested rate is repeated in the measured ladder are exclu ## Evidence -- [k8s service (RR) native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/service) -- [agentgateway standalone native results](../../../../../results/llm-d-benchmark/optimized-baseline-v0230-gateway-refresh-20260817/runs/agentgateway-standalone) - [Campaign manifest](../campaign-manifest.yaml) - [Normalized metrics](metrics.csv)